From 10e5aa947e437d380f4dccba42bb5c6d07ba68aa Mon Sep 17 00:00:00 2001
From: Baptiste Bauvin <baptiste.bauvin@lis-lab.fr>
Date: Wed, 29 Apr 2020 11:47:44 -0400
Subject: [PATCH] Doc ok ?
---
docs/build/.doctrees/analyzeresult.doctree | Bin 3634 -> 3443 bytes
docs/build/.doctrees/api.doctree | Bin 3629 -> 3564 bytes
docs/build/.doctrees/environment.pickle | Bin 234475 -> 139432 bytes
docs/build/.doctrees/execution.doctree | Bin 3786 -> 3625 bytes
docs/build/.doctrees/index.doctree | Bin 7130 -> 7065 bytes
docs/build/.doctrees/modules.doctree | Bin 3581 -> 3444 bytes
docs/build/.doctrees/readme_link.doctree | Bin 2753 -> 2688 bytes
.../references/monomulti/exec_classif.doctree | Bin 69528 -> 2888 bytes
.../references/monomulti/metrics.doctree | Bin 22670 -> 2827 bytes
.../diversity_fusion.doctree | Bin 2967 -> 2902 bytes
.../monomulti/utils/execution.doctree | Bin 3932 -> 3867 bytes
.../monomulti/utils/multiclass.doctree | Bin 4679 -> 3872 bytes
.../.doctrees/references/monomultidoc.doctree | Bin 4397 -> 4332 bytes
.../references/multiview_platform.doctree | Bin 10353 -> 5503 bytes
...atform.mono_multi_view_classifiers.doctree | Bin 94229 -> 7023 bytes
...view_classifiers.difficulty_fusion.doctree | Bin 12392 -> 4940 bytes
...tiview_classifiers.disagree_fusion.doctree | Bin 12391 -> 4906 bytes
..._classifiers.multiview_classifiers.doctree | Bin 5690 -> 4842 bytes
...ew_classifiers.double_fault_fusion.doctree | Bin 12570 -> 4974 bytes
...ltiview_classifiers.entropy_fusion.doctree | Bin 12245 -> 4889 bytes
...tiview_classifiers.fat_late_fusion.doctree | Bin 4971 -> 4906 bytes
...ew_classifiers.fat_scm_late_fusion.doctree | Bin 5039 -> 4974 bytes
....fusion.Methods.EarlyFusionPackage.doctree | Bin 4495 -> 4430 bytes
...s.fusion.Methods.LateFusionPackage.doctree | Bin 7229 -> 7164 bytes
...ltiview_classifiers.fusion.Methods.doctree | Bin 5835 -> 5770 bytes
...fiers.multiview_classifiers.fusion.doctree | Bin 5582 -> 5517 bytes
...iview_classifiers.pseudo_cq_fusion.doctree | Bin 4988 -> 4923 bytes
....mono_multi_view_classifiers.utils.doctree | Bin 445191 -> 7949 bytes
.../multiview_platform.tests.doctree | Bin 5629 -> 5069 bytes
...tiview_platform.tests.test_metrics.doctree | Bin 10634 -> 3865 bytes
...view_platform.tests.test_mono_view.doctree | Bin 31725 -> 4369 bytes
...rm.tests.test_monoview_classifiers.doctree | Bin 6642 -> 4468 bytes
...classifiers.Test_DifficultyMeasure.doctree | Bin 4299 -> 4234 bytes
...ew_classifiers.Test_DisagreeFusion.doctree | Bin 4260 -> 4195 bytes
...classifiers.Test_DoubleFaultFusion.doctree | Bin 4299 -> 4234 bytes
...iew_classifiers.Test_EntropyFusion.doctree | Bin 4247 -> 4182 bytes
..._multiview_classifiers.Test_Fusion.doctree | Bin 5346 -> 5281 bytes
...w_classifiers.Test_PseudoCQMeasure.doctree | Bin 5990 -> 4204 bytes
...m.tests.test_multiview_classifiers.doctree | Bin 6664 -> 5197 bytes
...ultiview_platform.tests.test_utils.doctree | Bin 137351 -> 5145 bytes
.../.doctrees/tutorials/example1.doctree | Bin 361432 -> 364329 bytes
.../.doctrees/tutorials/example2.doctree | Bin 144869 -> 140189 bytes
docs/build/analyzeresult.html | 12 +-
docs/build/api.html | 8 +-
docs/build/execution.html | 12 +-
docs/build/genindex.html | 1061 +------------
docs/build/index.html | 18 +-
docs/build/modules.html | 14 +-
docs/build/objects.inv | Bin 3691 -> 1295 bytes
docs/build/readme_link.html | 30 +-
.../references/monomulti/exec_classif.html | 230 +--
docs/build/references/monomulti/metrics.html | 76 +-
.../diversity_fusion.html | 8 +-
.../references/monomulti/utils/execution.html | 33 +-
.../monomulti/utils/multiclass.html | 37 +-
docs/build/references/monomultidoc.html | 8 +-
docs/build/references/multiview_platform.html | 111 +-
..._platform.mono_multi_view_classifiers.html | 299 +---
...ltiview_classifiers.difficulty_fusion.html | 25 +-
...multiview_classifiers.disagree_fusion.html | 25 +-
...iview_classifiers.double_fault_fusion.html | 25 +-
....multiview_classifiers.entropy_fusion.html | 25 +-
...multiview_classifiers.fat_late_fusion.html | 8 +-
...iview_classifiers.fat_scm_late_fusion.html | 8 +-
...ers.fusion.Methods.EarlyFusionPackage.html | 8 +-
...iers.fusion.Methods.LateFusionPackage.html | 8 +-
....multiview_classifiers.fusion.Methods.html | 8 +-
...ssifiers.multiview_classifiers.fusion.html | 8 +-
...iew_classifiers.multiview_classifiers.html | 22 +-
...ultiview_classifiers.pseudo_cq_fusion.html | 8 +-
...orm.mono_multi_view_classifiers.utils.html | 1314 +----------------
.../references/multiview_platform.tests.html | 48 +-
...multiview_platform.tests.test_metrics.html | 37 +-
...ltiview_platform.tests.test_mono_view.html | 106 +-
...tform.tests.test_monoview_classifiers.html | 26 +-
...ew_classifiers.Test_DifficultyMeasure.html | 8 +-
...iview_classifiers.Test_DisagreeFusion.html | 8 +-
...ew_classifiers.Test_DoubleFaultFusion.html | 8 +-
...tiview_classifiers.Test_EntropyFusion.html | 8 +-
...est_multiview_classifiers.Test_Fusion.html | 8 +-
...view_classifiers.Test_PseudoCQMeasure.html | 20 +-
...form.tests.test_multiview_classifiers.html | 24 +-
.../multiview_platform.tests.test_utils.html | 491 +-----
docs/build/search.html | 8 +-
docs/build/searchindex.js | 2 +-
docs/build/tutorials/example1.html | 173 ++-
docs/build/tutorials/example2.html | 62 +-
docs/build/tutorials/index.html | 18 +-
docs/source/analyzeresult.rst | 2 +-
docs/source/execution.rst | 2 +-
docs/source/modules.rst | 6 +-
setup.py | 2 +-
92 files changed, 606 insertions(+), 3910 deletions(-)
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diff --git a/docs/build/.doctrees/execution.doctree b/docs/build/.doctrees/execution.doctree
index 11e3bc175cdfbb9b2b77fc7529e33f532b9dec3f..4a86e50057f889dc3d7dcef88b873a68465f1f5c 100644
GIT binary patch
delta 433
zcmX>lyHbXwfn}=PM3#q)Y#X1cGOCN^=BJeAq*^N!m*(bXmguEcq$Zb^q)zD(g-GZ^
z#3y?($uovdUc;=R3K7tUD%2~ev`WcOE-op`%u83uPlK8>`8?A~Mz+b7%toZ>+APRo
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Q;*!Lok}2MdlWX|=07vhlMgRZ+
delta 512
zcmZ1}b4r$_fo1Cci7XEpg*HA@WsFzK%}*)KNwrqUEzK#(EXzzSk1xncEJ@2R%GFD)
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RCr_!J(mEw*%H-R;egG-L#IFDV
diff --git a/docs/build/.doctrees/index.doctree b/docs/build/.doctrees/index.doctree
index edd354b30c675f56c4bf2ade85a70fbb6be1544c..04def4c76a8a1eb75d876b3dae2e720df92e01f9 100644
GIT binary patch
delta 278
zcmca*KGU3~fn{pnMiv=HMz+n0jH*nmY#CA+x|0Q2jW*XZ_k%=vS+6pJMLofylI%Mn
z+}Oz<*)%r)=Llm4%kG#g$f~uug~y$hUn*m324e<uhIEEjhK#rL=39clSSIs|r%%2j
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V;mAyhFD^+eDw*QVIJrmK4*)9dSwH{)
delta 363
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diff --git a/docs/build/.doctrees/modules.doctree b/docs/build/.doctrees/modules.doctree
index 9e17db095fa9d92f95454356791547ea386947dd..25cbaecbabdc2cc76a912e990e8196ee4711dcb6 100644
GIT binary patch
delta 384
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delta 522
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diff --git a/docs/build/.doctrees/readme_link.doctree b/docs/build/.doctrees/readme_link.doctree
index ae5fc7a166d2359e67528f0624b94b5e4a0c17f7..701f6f4be7c9c7aeb56c3a1fab407974828e8347 100644
GIT binary patch
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delta 267
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diff --git a/docs/build/.doctrees/references/monomulti/exec_classif.doctree b/docs/build/.doctrees/references/monomulti/exec_classif.doctree
index 7a11ddd05eb4b1cbec9eed447e5373e71dab2c96..9f10201821229a9176ae41d8f77bfeb56ab5baec 100644
GIT binary patch
delta 258
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diff --git a/docs/build/.doctrees/references/monomulti/multiview_classifiers/diversity_fusion.doctree b/docs/build/.doctrees/references/monomulti/multiview_classifiers/diversity_fusion.doctree
index 6490b29796a494cf3b719cd33d5de7df58f37e42..6ccd9737dbfdbf700b8ff5db11e127e8d6481d2c 100644
GIT binary patch
delta 203
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delta 248
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diff --git a/docs/build/.doctrees/references/monomulti/utils/execution.doctree b/docs/build/.doctrees/references/monomulti/utils/execution.doctree
index 5284271e75adeefaa9cff1f6d9f2e8cf99c02edb..f376292a47303b682b2f996f8fe7b0d2ea13a9c3 100644
GIT binary patch
delta 278
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delta 343
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diff --git a/docs/build/.doctrees/references/monomulti/utils/multiclass.doctree b/docs/build/.doctrees/references/monomulti/utils/multiclass.doctree
index 92b9960d084d8d1d0ef32b0a39388d1d48fb61a8..7eb60e733771d281be43d022315174e4ab09d398 100644
GIT binary patch
delta 475
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delta 1184
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diff --git a/docs/build/.doctrees/references/monomultidoc.doctree b/docs/build/.doctrees/references/monomultidoc.doctree
index 92a207a766fb12ae0808fc36f5ff1eb081f38c92..62d6e5d2d5154447a1942148279649b10e0a1406 100644
GIT binary patch
delta 298
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delta 340
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diff --git a/docs/build/.doctrees/references/multiview_platform.doctree b/docs/build/.doctrees/references/multiview_platform.doctree
index 2f4f5a4b1f410eeabee61f010e82b89d65549bfc..a81fdb8b514f49f94eda24e3cb260bc9a2df7c5f 100644
GIT binary patch
delta 627
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diff --git a/docs/build/.doctrees/references/multiview_platform.mono_multi_view_classifiers.doctree b/docs/build/.doctrees/references/multiview_platform.mono_multi_view_classifiers.doctree
index ff63a7ab9e017c98f47bd8601ba79773edadd56c..5472d280347227a4bf7ff13296b03281ba4c5970 100644
GIT binary patch
delta 889
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literal 94229
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diff --git a/docs/build/.doctrees/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion.doctree b/docs/build/.doctrees/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion.doctree
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diff --git a/docs/build/.doctrees/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion.doctree b/docs/build/.doctrees/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion.doctree
index 69fdc21140e6ccab3847639ae883c01762775900..8ce724bd80ca6e6ae6172806ef8d14e18c66db9f 100644
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diff --git a/docs/build/.doctrees/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fat_late_fusion.doctree b/docs/build/.doctrees/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fat_late_fusion.doctree
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delta 262
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diff --git a/docs/build/.doctrees/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fat_scm_late_fusion.doctree b/docs/build/.doctrees/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fat_scm_late_fusion.doctree
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GIT binary patch
delta 257
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delta 314
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diff --git a/docs/build/.doctrees/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.Methods.EarlyFusionPackage.doctree b/docs/build/.doctrees/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.Methods.EarlyFusionPackage.doctree
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GIT binary patch
delta 222
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GIT binary patch
delta 275
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delta 359
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delta 276
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delta 321
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delta 288
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delta 298
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diff --git a/docs/build/.doctrees/references/multiview_platform.tests.doctree b/docs/build/.doctrees/references/multiview_platform.tests.doctree
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diff --git a/docs/build/.doctrees/references/multiview_platform.tests.test_mono_view.doctree b/docs/build/.doctrees/references/multiview_platform.tests.test_mono_view.doctree
index b92be902c18f4453c9deb425deb1f1b8951b8693..29da8f7d772ba8115ba576dfedd707ddf7c5dd6a 100644
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diff --git a/docs/build/.doctrees/references/multiview_platform.tests.test_monoview_classifiers.doctree b/docs/build/.doctrees/references/multiview_platform.tests.test_monoview_classifiers.doctree
index a2dc9a022fbd68e22268c743696d8afe64994991..65baa8e2fcd4960d7c6c69555480410456c5e26d 100644
GIT binary patch
delta 513
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delta 1583
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diff --git a/docs/build/.doctrees/references/multiview_platform.tests.test_multiview_classifiers.Test_DifficultyMeasure.doctree b/docs/build/.doctrees/references/multiview_platform.tests.test_multiview_classifiers.Test_DifficultyMeasure.doctree
index 6f4926fdc3001646180525630652e2b8af196aca..d1f76b3257a3f56fbbce61eed1f98a19884bcaa2 100644
GIT binary patch
delta 226
zcmX@D*rmwQz%sRdBa1a7Bim*N##j(Fk7*W&vSe8TqVBQsvQ1XuNf#F`&P^;TDJ;z|
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delta 271
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diff --git a/docs/build/.doctrees/references/multiview_platform.tests.test_multiview_classifiers.Test_DisagreeFusion.doctree b/docs/build/.doctrees/references/multiview_platform.tests.test_multiview_classifiers.Test_DisagreeFusion.doctree
index d4b33d83260a6d19843fa72173119384d15c14c7..477ff25c147aa7a98ca4cc56eb7eda00713a0bc4 100644
GIT binary patch
delta 222
zcmZ3Y_*j9Zfn{pMMix^>Mz+mXj8TlNY#CA+dXo>b>TN#G6a(S9gSlZWX&^;=S=rep
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delta 307
zcmaE?utbrifo1B<jVz{&j6$2O7^4_j4Kk!M^d=u<)!TfWDTa~NGeauF9n1}5Nn>P8
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diff --git a/docs/build/.doctrees/references/multiview_platform.tests.test_multiview_classifiers.Test_DoubleFaultFusion.doctree b/docs/build/.doctrees/references/multiview_platform.tests.test_multiview_classifiers.Test_DoubleFaultFusion.doctree
index 8adc51a8ed3f97e445663be96db79f2d92b6f5d2..33a74f13b3b2283ef56239be9803fedc7bc5dd22 100644
GIT binary patch
delta 226
zcmX@D*rmwQz%sRdBa1a7Bim*N##j(Fk7*W&vSe8TqVBQsvQ1XuNf#F`&P^;TDJ;z|
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delta 271
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diff --git a/docs/build/.doctrees/references/multiview_platform.tests.test_multiview_classifiers.Test_EntropyFusion.doctree b/docs/build/.doctrees/references/multiview_platform.tests.test_multiview_classifiers.Test_EntropyFusion.doctree
index 1377316f94c62552dca66c876d0ce519e8002fd9..be4919f18e0a7e45e22e41eb7d35f255211b67c5 100644
GIT binary patch
delta 226
zcmbQPcuj$&fn}=qMiyg6Mz+lsjFF72Y#CA+dXp7d^fn)1iU5hqvP^-9CV)ksuwG`J
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delta 287
zcmcbnFkO+Qfn{pXMiyg6Mxo6XjFF721{qQrdXp7d^fn)1ieO~)+$_s7g^@KWLn<Qy
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diff --git a/docs/build/.doctrees/references/multiview_platform.tests.test_multiview_classifiers.Test_Fusion.doctree b/docs/build/.doctrees/references/multiview_platform.tests.test_multiview_classifiers.Test_Fusion.doctree
index f14595e0b876a96395a53b946e76aded3786b1f8..5d64c96cc2a06d61905991c4b5441a36f242c2ab 100644
GIT binary patch
delta 259
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delta 353
zcmZ3e`ACzcfo1CTjV!8+j6$2W7(*Eu4K_D0B{H$*XGmq_PCm!3w^@YMhLN#jb0Av<
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diff --git a/docs/build/.doctrees/references/multiview_platform.tests.test_multiview_classifiers.Test_PseudoCQMeasure.doctree b/docs/build/.doctrees/references/multiview_platform.tests.test_multiview_classifiers.Test_PseudoCQMeasure.doctree
index 8e3959d7d9ba4660e7673380c6f4def677d3826c..9028c9458e733f12c0c570f510929942399443d9 100644
GIT binary patch
delta 382
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delta 1290
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diff --git a/docs/build/.doctrees/references/multiview_platform.tests.test_multiview_classifiers.doctree b/docs/build/.doctrees/references/multiview_platform.tests.test_multiview_classifiers.doctree
index a9730f8bf548b8dd686326ea3b1d2d6b66ebacf9..c89d56ec01036a4ea143b421ded578eefbf9a31f 100644
GIT binary patch
delta 446
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diff --git a/docs/build/.doctrees/references/multiview_platform.tests.test_utils.doctree b/docs/build/.doctrees/references/multiview_platform.tests.test_utils.doctree
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diff --git a/docs/build/.doctrees/tutorials/example1.doctree b/docs/build/.doctrees/tutorials/example1.doctree
index 478416f114e3db65707f4a31115ef156e8870513..e9f5ce65381f0706171543ed068eeffa89aae8b0 100644
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diff --git a/docs/build/.doctrees/tutorials/example2.doctree b/docs/build/.doctrees/tutorials/example2.doctree
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@@ -36,8 +38,8 @@
<div class="bodywrapper">
<div class="body" role="main">
- <div class="section" id="module-multiview_platform.mono_multi_view_classifiers.result_analysis">
-<span id="result-analysis-module"></span><h1>Result analysis module<a class="headerlink" href="#module-multiview_platform.mono_multi_view_classifiers.result_analysis" title="Permalink to this headline">¶</a></h1>
+ <div class="section" id="module-summit.multiview_platform.result_analysis">
+<span id="result-analysis-module"></span><h1>Result analysis module<a class="headerlink" href="#module-summit.multiview_platform.result_analysis" title="Permalink to this headline">¶</a></h1>
</div>
diff --git a/docs/build/api.html b/docs/build/api.html
index 4ed71263..5d9bb1ff 100644
--- a/docs/build/api.html
+++ b/docs/build/api.html
@@ -1,9 +1,11 @@
-<!DOCTYPE html>
+<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
+ "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
-<html>
+<html xmlns="http://www.w3.org/1999/xhtml">
<head>
- <meta charset="utf-8" />
+ <meta http-equiv="X-UA-Compatible" content="IE=Edge" />
+ <meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<title>Multiview Platform — SuMMIT 0 documentation</title>
<link rel="stylesheet" href="_static/classic.css" type="text/css" />
<link rel="stylesheet" href="_static/pygments.css" type="text/css" />
diff --git a/docs/build/execution.html b/docs/build/execution.html
index 53531342..c6420acb 100644
--- a/docs/build/execution.html
+++ b/docs/build/execution.html
@@ -1,9 +1,11 @@
-<!DOCTYPE html>
+<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
+ "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
-<html>
+<html xmlns="http://www.w3.org/1999/xhtml">
<head>
- <meta charset="utf-8" />
+ <meta http-equiv="X-UA-Compatible" content="IE=Edge" />
+ <meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<title>Welcome to the exection documentation — SuMMIT 0 documentation</title>
<link rel="stylesheet" href="_static/classic.css" type="text/css" />
<link rel="stylesheet" href="_static/pygments.css" type="text/css" />
@@ -36,8 +38,8 @@
<div class="bodywrapper">
<div class="body" role="main">
- <div class="section" id="module-multiview_platform.execute">
-<span id="welcome-to-the-exection-documentation"></span><h1>Welcome to the exection documentation<a class="headerlink" href="#module-multiview_platform.execute" title="Permalink to this headline">¶</a></h1>
+ <div class="section" id="module-summit.execute">
+<span id="welcome-to-the-exection-documentation"></span><h1>Welcome to the exection documentation<a class="headerlink" href="#module-summit.execute" title="Permalink to this headline">¶</a></h1>
<p>This is the execution module, used to execute the code</p>
</div>
diff --git a/docs/build/genindex.html b/docs/build/genindex.html
index 87f5e41e..262b5048 100644
--- a/docs/build/genindex.html
+++ b/docs/build/genindex.html
@@ -1,10 +1,12 @@
-<!DOCTYPE html>
+<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
+ "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
-<html>
+<html xmlns="http://www.w3.org/1999/xhtml">
<head>
- <meta charset="utf-8" />
+ <meta http-equiv="X-UA-Compatible" content="IE=Edge" />
+ <meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<title>Index — SuMMIT 0 documentation</title>
<link rel="stylesheet" href="_static/classic.css" type="text/css" />
<link rel="stylesheet" href="_static/pygments.css" type="text/css" />
@@ -41,836 +43,31 @@
<h1 id="index">Index</h1>
<div class="genindex-jumpbox">
- <a href="#A"><strong>A</strong></a>
- | <a href="#B"><strong>B</strong></a>
- | <a href="#C"><strong>C</strong></a>
- | <a href="#D"><strong>D</strong></a>
- | <a href="#E"><strong>E</strong></a>
- | <a href="#F"><strong>F</strong></a>
- | <a href="#G"><strong>G</strong></a>
- | <a href="#H"><strong>H</strong></a>
- | <a href="#I"><strong>I</strong></a>
- | <a href="#M"><strong>M</strong></a>
- | <a href="#N"><strong>N</strong></a>
- | <a href="#O"><strong>O</strong></a>
- | <a href="#P"><strong>P</strong></a>
- | <a href="#R"><strong>R</strong></a>
+ <a href="#M"><strong>M</strong></a>
| <a href="#S"><strong>S</strong></a>
- | <a href="#T"><strong>T</strong></a>
- | <a href="#U"><strong>U</strong></a>
- | <a href="#V"><strong>V</strong></a>
</div>
-<h2 id="A">A</h2>
-<table style="width: 100%" class="indextable genindextable"><tr>
- <td style="width: 33%; vertical-align: top;"><ul>
- <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.FakeEstimNative.accepts_multi_class">accepts_multi_class() (FakeEstimNative method)</a>
-
- <ul>
- <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.FakeMCEstim.accepts_multi_class">(FakeMCEstim method)</a>
-</li>
- </ul></li>
- </ul></td>
- <td style="width: 33%; vertical-align: top;"><ul>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.add_gaussian_noise">add_gaussian_noise() (HDF5Dataset method)</a>
-</li>
- <li><a href="references/monomulti/exec_classif.html#multiview_platform.mono_multi_view_classifiers.exec_classif.arange_metrics">arange_metrics() (in module multiview_platform.mono_multi_view_classifiers.exec_classif)</a>, <a href="references/multiview_platform.mono_multi_view_classifiers.html#multiview_platform.mono_multi_view_classifiers.exec_classif.arange_metrics">[1]</a>
-</li>
- </ul></td>
-</tr></table>
-
-<h2 id="B">B</h2>
-<table style="width: 100%" class="indextable genindextable"><tr>
- <td style="width: 33%; vertical-align: top;"><ul>
- <li><a href="references/monomulti/exec_classif.html#multiview_platform.mono_multi_view_classifiers.exec_classif.benchmark_init">benchmark_init() (in module multiview_platform.mono_multi_view_classifiers.exec_classif)</a>, <a href="references/multiview_platform.mono_multi_view_classifiers.html#multiview_platform.mono_multi_view_classifiers.exec_classif.benchmark_init">[1]</a>
-</li>
- </ul></td>
-</tr></table>
-
-<h2 id="C">C</h2>
-<table style="width: 100%" class="indextable genindextable"><tr>
- <td style="width: 33%; vertical-align: top;"><ul>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset.check_selected_label_names">check_selected_label_names() (Dataset method)</a>
-</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.make_file_config.ConfigurationMaker">ConfigurationMaker (class in multiview_platform.mono_multi_view_classifiers.utils.make_file_config)</a>
-</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.confirm">confirm() (in module multiview_platform.mono_multi_view_classifiers.utils.dataset)</a>
-</li>
- </ul></td>
- <td style="width: 33%; vertical-align: top;"><ul>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.copy_hdf5">copy_hdf5() (in module multiview_platform.mono_multi_view_classifiers.utils.dataset)</a>
-</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.copy_view">copy_view() (HDF5Dataset method)</a>
-</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.CustomRandint">CustomRandint (class in multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search)</a>
-</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.CustomUniform">CustomUniform (class in multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search)</a>
-</li>
- </ul></td>
-</tr></table>
-
-<h2 id="D">D</h2>
-<table style="width: 100%" class="indextable genindextable"><tr>
- <td style="width: 33%; vertical-align: top;"><ul>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset">Dataset (class in multiview_platform.mono_multi_view_classifiers.utils.dataset)</a>
-</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.dataset">dataset (HDF5Dataset attribute)</a>
-</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.get_multiview_db.DatasetError">DatasetError</a>
-</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.datasets_already_exist">datasets_already_exist() (in module multiview_platform.mono_multi_view_classifiers.utils.dataset)</a>
-</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.multiclass.OVOWrapper.decision_function">decision_function() (OVOWrapper method)</a>
-</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.delete_HDF5">delete_HDF5() (in module multiview_platform.mono_multi_view_classifiers.utils.dataset)</a>
-</li>
- </ul></td>
- <td style="width: 33%; vertical-align: top;"><ul>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion.html#multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion.DifficultyFusion">DifficultyFusion (class in multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion)</a>
-</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion.html#multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion.DisagreeFusion">DisagreeFusion (class in multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion)</a>
-</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion.html#multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion.DifficultyFusion.diversity_measure">diversity_measure() (DifficultyFusion method)</a>
-
- <ul>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion.html#multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion.DisagreeFusion.diversity_measure">(DisagreeFusion method)</a>
-</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion.html#multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion.DoubleFaultFusion.diversity_measure">(DoubleFaultFusion method)</a>
-</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion.html#multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion.EntropyFusion.diversity_measure">(EntropyFusion method)</a>
-</li>
- </ul></li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion.html#multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion.DoubleFaultFusion">DoubleFaultFusion (class in multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion)</a>
-</li>
- </ul></td>
-</tr></table>
-
-<h2 id="E">E</h2>
-<table style="width: 100%" class="indextable genindextable"><tr>
- <td style="width: 33%; vertical-align: top;"><ul>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion.html#multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion.EntropyFusion">EntropyFusion (class in multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion)</a>
-</li>
- <li><a href="references/monomulti/exec_classif.html#multiview_platform.mono_multi_view_classifiers.exec_classif.exec_benchmark">exec_benchmark() (in module multiview_platform.mono_multi_view_classifiers.exec_classif)</a>, <a href="references/multiview_platform.mono_multi_view_classifiers.html#multiview_platform.mono_multi_view_classifiers.exec_classif.exec_benchmark">[1]</a>
-</li>
- <li><a href="references/monomulti/exec_classif.html#multiview_platform.mono_multi_view_classifiers.exec_classif.exec_classif">exec_classif() (in module multiview_platform.mono_multi_view_classifiers.exec_classif)</a>, <a href="references/multiview_platform.mono_multi_view_classifiers.html#multiview_platform.mono_multi_view_classifiers.exec_classif.exec_classif">[1]</a>
-</li>
- </ul></td>
- <td style="width: 33%; vertical-align: top;"><ul>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.html#multiview_platform.mono_multi_view_classifiers.exec_classif.exec_one_benchmark_mono_core">exec_one_benchmark_mono_core() (in module multiview_platform.mono_multi_view_classifiers.exec_classif)</a>
-</li>
- <li><a href="references/multiview_platform.html#multiview_platform.execute.execute">execute() (in module multiview_platform.execute)</a>
-</li>
- <li><a href="references/monomulti/exec_classif.html#multiview_platform.mono_multi_view_classifiers.exec_classif.extract_dict">extract_dict() (in module multiview_platform.mono_multi_view_classifiers.exec_classif)</a>, <a href="references/multiview_platform.mono_multi_view_classifiers.html#multiview_platform.mono_multi_view_classifiers.exec_classif.extract_dict">[1]</a>
-</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.extract_subset">extract_subset() (in module multiview_platform.mono_multi_view_classifiers.utils.dataset)</a>
-</li>
- </ul></td>
-</tr></table>
-
-<h2 id="F">F</h2>
-<table style="width: 100%" class="indextable genindextable"><tr>
- <td style="width: 33%; vertical-align: top;"><ul>
- <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.FakeArg">FakeArg (class in multiview_platform.tests.test_utils.test_execution)</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.FakeDset">FakeDset (class in multiview_platform.tests.test_utils.test_multiclass)</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.FakeEstimNative">FakeEstimNative (class in multiview_platform.tests.test_utils.test_multiclass)</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.FakeMCEstim">FakeMCEstim (class in multiview_platform.tests.test_utils.test_multiclass)</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.FakeMVClassifier">FakeMVClassifier (class in multiview_platform.tests.test_utils.test_multiclass)</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.FakeMVClassifierProb">FakeMVClassifierProb (class in multiview_platform.tests.test_utils.test_multiclass)</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.FakeNonProbaEstim">FakeNonProbaEstim (class in multiview_platform.tests.test_utils.test_multiclass)</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.FakeProbaEstim">FakeProbaEstim (class in multiview_platform.tests.test_utils.test_multiclass)</a>
-</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset.filter">filter() (Dataset method)</a>
-
- <ul>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.filter">(HDF5Dataset method)</a>
-</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.RAMDataset.filter">(RAMDataset method)</a>
-</li>
- </ul></li>
- </ul></td>
- <td style="width: 33%; vertical-align: top;"><ul>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.execution.find_dataset_names">find_dataset_names() (in module multiview_platform.mono_multi_view_classifiers.utils.execution)</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.FakeMVClassifier.fit">fit() (FakeMVClassifier method)</a>
-
- <ul>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.Grid.fit">(Grid method)</a>
-</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewOVOWrapper.fit">(MultiviewOVOWrapper method)</a>
-</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewOVRWrapper.fit">(MultiviewOVRWrapper method)</a>
-</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.Random.fit">(Random method)</a>
-</li>
- </ul></li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.HPSearch.fit_multiview">fit_multiview() (HPSearch method)</a>
-</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.format_params">format_params() (in module multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search)</a>
-
- <ul>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiClassWrapper.format_params">(MultiClassWrapper method)</a>
-</li>
- </ul></li>
- </ul></td>
-</tr></table>
-
-<h2 id="G">G</h2>
-<table style="width: 100%" class="indextable genindextable"><tr>
- <td style="width: 33%; vertical-align: top;"><ul>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.execution.gen_argument_dictionaries">gen_argument_dictionaries() (in module multiview_platform.mono_multi_view_classifiers.utils.execution)</a>
-</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.execution.gen_direcorties_names">gen_direcorties_names() (in module multiview_platform.mono_multi_view_classifiers.utils.execution)</a>
-</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.gen_heat_maps">gen_heat_maps() (in module multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search)</a>
-</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.execution.gen_k_folds">gen_k_folds() (in module multiview_platform.mono_multi_view_classifiers.utils.execution)</a>
-</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.HPSearch.gen_report">gen_report() (HPSearch method)</a>
-</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.html#multiview_platform.mono_multi_view_classifiers.exec_classif.gen_single_monoview_arg_dictionary">gen_single_monoview_arg_dictionary() (in module multiview_platform.mono_multi_view_classifiers.exec_classif)</a>
-</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.html#multiview_platform.mono_multi_view_classifiers.exec_classif.gen_single_multiview_arg_dictionary">gen_single_multiview_arg_dictionary() (in module multiview_platform.mono_multi_view_classifiers.exec_classif)</a>
-</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.execution.gen_splits">gen_splits() (in module multiview_platform.mono_multi_view_classifiers.utils.execution)</a>
-</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.HPSearch.get_best_params">get_best_params() (HPSearch method)</a>
-</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.Grid.get_candidate_params">get_candidate_params() (Grid method)</a>
-
- <ul>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.HPSearch.get_candidate_params">(HPSearch method)</a>
-</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.Random.get_candidate_params">(Random method)</a>
-</li>
- </ul></li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.get_multiview_db.get_classic_db_csv">get_classic_db_csv() (in module multiview_platform.mono_multi_view_classifiers.utils.get_multiview_db)</a>
-</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.get_multiview_db.get_classic_db_hdf5">get_classic_db_hdf5() (in module multiview_platform.mono_multi_view_classifiers.utils.get_multiview_db)</a>
-</li>
- <li><a href="references/monomulti/metrics.html#multiview_platform.mono_multi_view_classifiers.metrics.framework.get_config">get_config() (in module multiview_platform.mono_multi_view_classifiers.metrics.framework)</a>
-
- <ul>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiClassWrapper.get_config">(MultiClassWrapper method)</a>
-</li>
- </ul></li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.execution.get_database_function">get_database_function() (in module multiview_platform.mono_multi_view_classifiers.utils.execution)</a>
-</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.get_examples_views_indices">get_examples_views_indices() (in module multiview_platform.mono_multi_view_classifiers.utils.dataset)</a>
-</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiClassWrapper.get_interpretation">get_interpretation() (MultiClassWrapper method)</a>
-</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset.get_label_names">get_label_names() (Dataset method)</a>
-
- <ul>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.get_label_names">(HDF5Dataset method)</a>
-</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.RAMDataset.get_label_names">(RAMDataset method)</a>
-</li>
- </ul></li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset.get_labels">get_labels() (Dataset method)</a>
-
- <ul>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.get_labels">(HDF5Dataset method)</a>
-</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.RAMDataset.get_labels">(RAMDataset method)</a>
-</li>
- </ul></li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.multiclass.get_mc_estim">get_mc_estim() (in module multiview_platform.mono_multi_view_classifiers.utils.multiclass)</a>
-</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.multiview_result_analysis.get_metrics_scores">get_metrics_scores() (in module multiview_platform.mono_multi_view_classifiers.utils.multiview_result_analysis)</a>
-</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.get_name">get_name() (HDF5Dataset method)</a>
-
- <ul>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.RAMDataset.get_name">(RAMDataset method)</a>
-</li>
- </ul></li>
- </ul></td>
- <td style="width: 33%; vertical-align: top;"><ul>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.get_nb_class">get_nb_class() (HDF5Dataset method)</a>
-
- <ul>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.RAMDataset.get_nb_class">(RAMDataset method)</a>
-</li>
- </ul></li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset.get_nb_examples">get_nb_examples() (Dataset method)</a>
-
- <ul>
- <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.FakeDset.get_nb_examples">(FakeDset method)</a>
-</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.get_nb_examples">(HDF5Dataset method)</a>
-</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.RAMDataset.get_nb_examples">(RAMDataset method)</a>
-</li>
- </ul></li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.CustomRandint.get_nb_possibilities">get_nb_possibilities() (CustomRandint method)</a>
-</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.Random.get_param_distribs">get_param_distribs() (Random method)</a>
-</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewOVOWrapper.get_params">get_params() (MultiviewOVOWrapper method)</a>
-
- <ul>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewOVRWrapper.get_params">(MultiviewOVRWrapper method)</a>
-</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.multiclass.OVOWrapper.get_params">(OVOWrapper method)</a>
-</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.multiclass.OVRWrapper.get_params">(OVRWrapper method)</a>
-</li>
- </ul></li>
- <li><a href="references/monomulti/exec_classif.html#multiview_platform.mono_multi_view_classifiers.exec_classif.get_path_dict">get_path_dict() (in module multiview_platform.mono_multi_view_classifiers.exec_classif)</a>, <a href="references/multiview_platform.mono_multi_view_classifiers.html#multiview_platform.mono_multi_view_classifiers.exec_classif.get_path_dict">[1]</a>
-</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.get_multiview_db.get_plausible_db_hdf5">get_plausible_db_hdf5() (in module multiview_platform.mono_multi_view_classifiers.utils.get_multiview_db)</a>
-</li>
- <li><a href="references/monomulti/metrics.html#multiview_platform.mono_multi_view_classifiers.metrics.framework.get_scorer">get_scorer() (in module multiview_platform.mono_multi_view_classifiers.metrics.framework)</a>
-</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.HPSearch.get_scoring">get_scoring() (HPSearch method)</a>
-</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset.get_shape">get_shape() (Dataset method)</a>
-</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.configuration.get_the_args">get_the_args() (in module multiview_platform.mono_multi_view_classifiers.utils.configuration)</a>
-</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.multiview_result_analysis.get_total_metric_scores">get_total_metric_scores() (in module multiview_platform.mono_multi_view_classifiers.utils.multiview_result_analysis)</a>
-</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset.get_v">get_v() (Dataset method)</a>
-
- <ul>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.get_v">(HDF5Dataset method)</a>
-</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.RAMDataset.get_v">(RAMDataset method)</a>
-</li>
- </ul></li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.get_view_dict">get_view_dict() (HDF5Dataset method)</a>
-
- <ul>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.RAMDataset.get_view_dict">(RAMDataset method)</a>
-</li>
- </ul></li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.get_view_name">get_view_name() (HDF5Dataset method)</a>
-
- <ul>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.RAMDataset.get_view_name">(RAMDataset method)</a>
-</li>
- </ul></li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.Grid">Grid (class in multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search)</a>
-</li>
- </ul></td>
-</tr></table>
-
-<h2 id="H">H</h2>
-<table style="width: 100%" class="indextable genindextable"><tr>
- <td style="width: 33%; vertical-align: top;"><ul>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset">HDF5Dataset (class in multiview_platform.mono_multi_view_classifiers.utils.dataset)</a>
-</li>
- </ul></td>
- <td style="width: 33%; vertical-align: top;"><ul>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.HPSearch">HPSearch (class in multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search)</a>
-</li>
- </ul></td>
-</tr></table>
-
-<h2 id="I">I</h2>
-<table style="width: 100%" class="indextable genindextable"><tr>
- <td style="width: 33%; vertical-align: top;"><ul>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.html#multiview_platform.mono_multi_view_classifiers.exec_classif.init_argument_dictionaries">init_argument_dictionaries() (in module multiview_platform.mono_multi_view_classifiers.exec_classif)</a>
-</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.init_attrs">init_attrs() (HDF5Dataset method)</a>
-
- <ul>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.RAMDataset.init_attrs">(RAMDataset method)</a>
-</li>
- </ul></li>
- <li><a href="references/monomulti/exec_classif.html#multiview_platform.mono_multi_view_classifiers.exec_classif.init_benchmark">init_benchmark() (in module multiview_platform.mono_multi_view_classifiers.exec_classif)</a>, <a href="references/multiview_platform.mono_multi_view_classifiers.html#multiview_platform.mono_multi_view_classifiers.exec_classif.init_benchmark">[1]</a>
-</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset.init_example_indces">init_example_indces() (Dataset method)</a>
-</li>
- <li><a href="references/monomulti/exec_classif.html#multiview_platform.mono_multi_view_classifiers.exec_classif.init_kwargs">init_kwargs() (in module multiview_platform.mono_multi_view_classifiers.exec_classif)</a>, <a href="references/multiview_platform.mono_multi_view_classifiers.html#multiview_platform.mono_multi_view_classifiers.exec_classif.init_kwargs">[1]</a>
-</li>
- <li><a href="references/monomulti/exec_classif.html#multiview_platform.mono_multi_view_classifiers.exec_classif.init_kwargs_func">init_kwargs_func() (in module multiview_platform.mono_multi_view_classifiers.exec_classif)</a>, <a href="references/multiview_platform.mono_multi_view_classifiers.html#multiview_platform.mono_multi_view_classifiers.exec_classif.init_kwargs_func">[1]</a>
-</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.execution.init_log_file">init_log_file() (in module multiview_platform.mono_multi_view_classifiers.utils.execution)</a>
-</li>
- <li><a href="references/monomulti/exec_classif.html#multiview_platform.mono_multi_view_classifiers.exec_classif.init_monoview_exps">init_monoview_exps() (in module multiview_platform.mono_multi_view_classifiers.exec_classif)</a>, <a href="references/multiview_platform.mono_multi_view_classifiers.html#multiview_platform.mono_multi_view_classifiers.exec_classif.init_monoview_exps">[1]</a>
-</li>
- </ul></td>
- <td style="width: 33%; vertical-align: top;"><ul>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.init_multiple_datasets">init_multiple_datasets() (in module multiview_platform.mono_multi_view_classifiers.utils.dataset)</a>
-</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.html#multiview_platform.mono_multi_view_classifiers.exec_classif.init_multiview_exps">init_multiview_exps() (in module multiview_platform.mono_multi_view_classifiers.exec_classif)</a>
-</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.execution.init_random_state">init_random_state() (in module multiview_platform.mono_multi_view_classifiers.utils.execution)</a>
-</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.execution.init_stats_iter_random_states">init_stats_iter_random_states() (in module multiview_platform.mono_multi_view_classifiers.utils.execution)</a>
-</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.init_view_names">init_view_names() (HDF5Dataset method)</a>
-</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.execution.init_views">init_views() (in module multiview_platform.mono_multi_view_classifiers.utils.execution)</a>
-</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.input_">input_() (in module multiview_platform.mono_multi_view_classifiers.utils.dataset)</a>
-</li>
- <li><a href="references/monomulti/exec_classif.html#multiview_platform.mono_multi_view_classifiers.exec_classif.is_dict_in">is_dict_in() (in module multiview_platform.mono_multi_view_classifiers.exec_classif)</a>, <a href="references/multiview_platform.mono_multi_view_classifiers.html#multiview_platform.mono_multi_view_classifiers.exec_classif.is_dict_in">[1]</a>
-</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.is_just_number">is_just_number() (in module multiview_platform.mono_multi_view_classifiers.utils.dataset)</a>
-</li>
- </ul></td>
-</tr></table>
-
-<h2 id="M">M</h2>
-<table style="width: 100%" class="indextable genindextable"><tr>
- <td style="width: 33%; vertical-align: top;"><ul>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.get_multiview_db.make_me_noisy">make_me_noisy() (in module multiview_platform.mono_multi_view_classifiers.utils.get_multiview_db)</a>
-</li>
- <li>
- module
-
- <ul>
- <li><a href="references/multiview_platform.html#module-multiview_platform">multiview_platform</a>
-</li>
- <li><a href="execution.html#module-multiview_platform.execute">multiview_platform.execute</a>, <a href="references/multiview_platform.html#module-multiview_platform.execute">[1]</a>
-</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.html#module-multiview_platform.mono_multi_view_classifiers">multiview_platform.mono_multi_view_classifiers</a>
-</li>
- <li><a href="references/monomulti/exec_classif.html#module-multiview_platform.mono_multi_view_classifiers.exec_classif">multiview_platform.mono_multi_view_classifiers.exec_classif</a>, <a href="references/multiview_platform.mono_multi_view_classifiers.html#module-multiview_platform.mono_multi_view_classifiers.exec_classif">[1]</a>
-</li>
- <li><a href="references/monomulti/metrics.html#module-multiview_platform.mono_multi_view_classifiers.metrics.framework">multiview_platform.mono_multi_view_classifiers.metrics.framework</a>
-</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.html#module-multiview_platform.mono_multi_view_classifiers.multiview_classifiers">multiview_platform.mono_multi_view_classifiers.multiview_classifiers</a>
-</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion.html#module-multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion">multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion</a>
-</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion.html#module-multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion">multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion</a>
-</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion.html#module-multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion">multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion</a>
-</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion.html#module-multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion">multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion</a>
-</li>
- <li><a href="analyzeresult.html#module-multiview_platform.mono_multi_view_classifiers.result_analysis">multiview_platform.mono_multi_view_classifiers.result_analysis</a>, <a href="references/multiview_platform.mono_multi_view_classifiers.html#module-multiview_platform.mono_multi_view_classifiers.result_analysis">[1]</a>
-</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#module-multiview_platform.mono_multi_view_classifiers.utils">multiview_platform.mono_multi_view_classifiers.utils</a>
-</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#module-multiview_platform.mono_multi_view_classifiers.utils.configuration">multiview_platform.mono_multi_view_classifiers.utils.configuration</a>
-</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#module-multiview_platform.mono_multi_view_classifiers.utils.dataset">multiview_platform.mono_multi_view_classifiers.utils.dataset</a>
-</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#module-multiview_platform.mono_multi_view_classifiers.utils.execution">multiview_platform.mono_multi_view_classifiers.utils.execution</a>
-</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#module-multiview_platform.mono_multi_view_classifiers.utils.get_multiview_db">multiview_platform.mono_multi_view_classifiers.utils.get_multiview_db</a>
-</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#module-multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search">multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search</a>
-</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#module-multiview_platform.mono_multi_view_classifiers.utils.make_file_config">multiview_platform.mono_multi_view_classifiers.utils.make_file_config</a>
-</li>
- <li><a href="references/monomulti/utils/multiclass.html#module-multiview_platform.mono_multi_view_classifiers.utils.multiclass">multiview_platform.mono_multi_view_classifiers.utils.multiclass</a>, <a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#module-multiview_platform.mono_multi_view_classifiers.utils.multiclass">[1]</a>
-</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#module-multiview_platform.mono_multi_view_classifiers.utils.multiview_result_analysis">multiview_platform.mono_multi_view_classifiers.utils.multiview_result_analysis</a>
-</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#module-multiview_platform.mono_multi_view_classifiers.utils.transformations">multiview_platform.mono_multi_view_classifiers.utils.transformations</a>
-</li>
- <li><a href="references/multiview_platform.html#module-multiview_platform.tests">multiview_platform.tests</a>, <a href="references/multiview_platform.tests.html#module-multiview_platform.tests">[1]</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_metrics.html#module-multiview_platform.tests.test_metrics">multiview_platform.tests.test_metrics</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_metrics.html#module-multiview_platform.tests.test_metrics.test_accuracy_score">multiview_platform.tests.test_metrics.test_accuracy_score</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_mono_view.html#module-multiview_platform.tests.test_mono_view">multiview_platform.tests.test_mono_view</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_mono_view.html#module-multiview_platform.tests.test_mono_view.test_ExecClassifMonoView">multiview_platform.tests.test_mono_view.test_ExecClassifMonoView</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_mono_view.html#module-multiview_platform.tests.test_mono_view.test_MonoviewUtils">multiview_platform.tests.test_mono_view.test_MonoviewUtils</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_monoview_classifiers.html#module-multiview_platform.tests.test_monoview_classifiers">multiview_platform.tests.test_monoview_classifiers</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_monoview_classifiers.html#module-multiview_platform.tests.test_monoview_classifiers.test_adaboost">multiview_platform.tests.test_monoview_classifiers.test_adaboost</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_monoview_classifiers.html#module-multiview_platform.tests.test_monoview_classifiers.test_compatibility">multiview_platform.tests.test_monoview_classifiers.test_compatibility</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_multiview_classifiers.html#module-multiview_platform.tests.test_multiview_classifiers">multiview_platform.tests.test_multiview_classifiers</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_multiview_classifiers.html#module-multiview_platform.tests.test_multiview_classifiers.test_diversity_utils">multiview_platform.tests.test_multiview_classifiers.test_diversity_utils</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_multiview_classifiers.Test_PseudoCQMeasure.html#module-multiview_platform.tests.test_multiview_classifiers.Test_PseudoCQMeasure">multiview_platform.tests.test_multiview_classifiers.Test_PseudoCQMeasure</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_multiview_classifiers.Test_PseudoCQMeasure.html#module-multiview_platform.tests.test_multiview_classifiers.Test_PseudoCQMeasure.test_PseudoCQFusionModule">multiview_platform.tests.test_multiview_classifiers.Test_PseudoCQMeasure.test_PseudoCQFusionModule</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_utils.html#module-multiview_platform.tests.test_utils">multiview_platform.tests.test_utils</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_utils.html#module-multiview_platform.tests.test_utils.test_configuration">multiview_platform.tests.test_utils.test_configuration</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_utils.html#module-multiview_platform.tests.test_utils.test_execution">multiview_platform.tests.test_utils.test_execution</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_utils.html#module-multiview_platform.tests.test_utils.test_GetMultiviewDB">multiview_platform.tests.test_utils.test_GetMultiviewDB</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_utils.html#module-multiview_platform.tests.test_utils.test_multiclass">multiview_platform.tests.test_utils.test_multiclass</a>
-</li>
- <li><a href="references/multiview_platform.html#module-multiview_platform.versions">multiview_platform.versions</a>
-</li>
- </ul></li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MonoviewWrapper">MonoviewWrapper (class in multiview_platform.mono_multi_view_classifiers.utils.multiclass)</a>
-</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiClassWrapper">MultiClassWrapper (class in multiview_platform.mono_multi_view_classifiers.utils.multiclass)</a>
-</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewOVOWrapper.multiview_decision_function">multiview_decision_function() (MultiviewOVOWrapper method)</a>
-</li>
- <li>
- multiview_platform
-
- <ul>
- <li><a href="references/multiview_platform.html#module-multiview_platform">module</a>
-</li>
- </ul></li>
- <li>
- multiview_platform.execute
-
- <ul>
- <li><a href="execution.html#module-multiview_platform.execute">module</a>, <a href="references/multiview_platform.html#module-multiview_platform.execute">[1]</a>
-</li>
- </ul></li>
- <li>
- multiview_platform.mono_multi_view_classifiers
-
- <ul>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.html#module-multiview_platform.mono_multi_view_classifiers">module</a>
-</li>
- </ul></li>
- <li>
- multiview_platform.mono_multi_view_classifiers.exec_classif
-
- <ul>
- <li><a href="references/monomulti/exec_classif.html#module-multiview_platform.mono_multi_view_classifiers.exec_classif">module</a>, <a href="references/multiview_platform.mono_multi_view_classifiers.html#module-multiview_platform.mono_multi_view_classifiers.exec_classif">[1]</a>
-</li>
- </ul></li>
- <li>
- multiview_platform.mono_multi_view_classifiers.metrics.framework
-
- <ul>
- <li><a href="references/monomulti/metrics.html#module-multiview_platform.mono_multi_view_classifiers.metrics.framework">module</a>
-</li>
- </ul></li>
- <li>
- multiview_platform.mono_multi_view_classifiers.multiview_classifiers
-
- <ul>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.html#module-multiview_platform.mono_multi_view_classifiers.multiview_classifiers">module</a>
-</li>
- </ul></li>
- <li>
- multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion
-
- <ul>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion.html#module-multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion">module</a>
-</li>
- </ul></li>
- <li>
- multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion
-
- <ul>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion.html#module-multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion">module</a>
-</li>
- </ul></li>
- <li>
- multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion
-
- <ul>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion.html#module-multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion">module</a>
-</li>
- </ul></li>
- <li>
- multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion
-
- <ul>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion.html#module-multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion">module</a>
-</li>
- </ul></li>
- </ul></td>
- <td style="width: 33%; vertical-align: top;"><ul>
- <li>
- multiview_platform.mono_multi_view_classifiers.result_analysis
-
- <ul>
- <li><a href="analyzeresult.html#module-multiview_platform.mono_multi_view_classifiers.result_analysis">module</a>, <a href="references/multiview_platform.mono_multi_view_classifiers.html#module-multiview_platform.mono_multi_view_classifiers.result_analysis">[1]</a>
-</li>
- </ul></li>
- <li>
- multiview_platform.mono_multi_view_classifiers.utils
-
- <ul>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#module-multiview_platform.mono_multi_view_classifiers.utils">module</a>
-</li>
- </ul></li>
- <li>
- multiview_platform.mono_multi_view_classifiers.utils.configuration
-
- <ul>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#module-multiview_platform.mono_multi_view_classifiers.utils.configuration">module</a>
-</li>
- </ul></li>
- <li>
- multiview_platform.mono_multi_view_classifiers.utils.dataset
-
- <ul>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#module-multiview_platform.mono_multi_view_classifiers.utils.dataset">module</a>
-</li>
- </ul></li>
- <li>
- multiview_platform.mono_multi_view_classifiers.utils.execution
-
- <ul>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#module-multiview_platform.mono_multi_view_classifiers.utils.execution">module</a>
-</li>
- </ul></li>
- <li>
- multiview_platform.mono_multi_view_classifiers.utils.get_multiview_db
-
- <ul>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#module-multiview_platform.mono_multi_view_classifiers.utils.get_multiview_db">module</a>
-</li>
- </ul></li>
- <li>
- multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search
-
- <ul>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#module-multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search">module</a>
-</li>
- </ul></li>
- <li>
- multiview_platform.mono_multi_view_classifiers.utils.make_file_config
-
- <ul>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#module-multiview_platform.mono_multi_view_classifiers.utils.make_file_config">module</a>
-</li>
- </ul></li>
- <li>
- multiview_platform.mono_multi_view_classifiers.utils.multiclass
-
- <ul>
- <li><a href="references/monomulti/utils/multiclass.html#module-multiview_platform.mono_multi_view_classifiers.utils.multiclass">module</a>, <a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#module-multiview_platform.mono_multi_view_classifiers.utils.multiclass">[1]</a>
-</li>
- </ul></li>
- <li>
- multiview_platform.mono_multi_view_classifiers.utils.multiview_result_analysis
-
- <ul>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#module-multiview_platform.mono_multi_view_classifiers.utils.multiview_result_analysis">module</a>
-</li>
- </ul></li>
- <li>
- multiview_platform.mono_multi_view_classifiers.utils.transformations
-
- <ul>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#module-multiview_platform.mono_multi_view_classifiers.utils.transformations">module</a>
-</li>
- </ul></li>
- <li>
- multiview_platform.tests
-
- <ul>
- <li><a href="references/multiview_platform.html#module-multiview_platform.tests">module</a>, <a href="references/multiview_platform.tests.html#module-multiview_platform.tests">[1]</a>
-</li>
- </ul></li>
- <li>
- multiview_platform.tests.test_metrics
-
- <ul>
- <li><a href="references/multiview_platform.tests.test_metrics.html#module-multiview_platform.tests.test_metrics">module</a>
-</li>
- </ul></li>
- <li>
- multiview_platform.tests.test_metrics.test_accuracy_score
-
- <ul>
- <li><a href="references/multiview_platform.tests.test_metrics.html#module-multiview_platform.tests.test_metrics.test_accuracy_score">module</a>
-</li>
- </ul></li>
- <li>
- multiview_platform.tests.test_mono_view
-
- <ul>
- <li><a href="references/multiview_platform.tests.test_mono_view.html#module-multiview_platform.tests.test_mono_view">module</a>
-</li>
- </ul></li>
- <li>
- multiview_platform.tests.test_mono_view.test_ExecClassifMonoView
-
- <ul>
- <li><a href="references/multiview_platform.tests.test_mono_view.html#module-multiview_platform.tests.test_mono_view.test_ExecClassifMonoView">module</a>
-</li>
- </ul></li>
- <li>
- multiview_platform.tests.test_mono_view.test_MonoviewUtils
-
- <ul>
- <li><a href="references/multiview_platform.tests.test_mono_view.html#module-multiview_platform.tests.test_mono_view.test_MonoviewUtils">module</a>
-</li>
- </ul></li>
- <li>
- multiview_platform.tests.test_monoview_classifiers
-
- <ul>
- <li><a href="references/multiview_platform.tests.test_monoview_classifiers.html#module-multiview_platform.tests.test_monoview_classifiers">module</a>
-</li>
- </ul></li>
- <li>
- multiview_platform.tests.test_monoview_classifiers.test_adaboost
-
- <ul>
- <li><a href="references/multiview_platform.tests.test_monoview_classifiers.html#module-multiview_platform.tests.test_monoview_classifiers.test_adaboost">module</a>
-</li>
- </ul></li>
- <li>
- multiview_platform.tests.test_monoview_classifiers.test_compatibility
-
- <ul>
- <li><a href="references/multiview_platform.tests.test_monoview_classifiers.html#module-multiview_platform.tests.test_monoview_classifiers.test_compatibility">module</a>
-</li>
- </ul></li>
- <li>
- multiview_platform.tests.test_multiview_classifiers
-
- <ul>
- <li><a href="references/multiview_platform.tests.test_multiview_classifiers.html#module-multiview_platform.tests.test_multiview_classifiers">module</a>
-</li>
- </ul></li>
- <li>
- multiview_platform.tests.test_multiview_classifiers.test_diversity_utils
-
- <ul>
- <li><a href="references/multiview_platform.tests.test_multiview_classifiers.html#module-multiview_platform.tests.test_multiview_classifiers.test_diversity_utils">module</a>
-</li>
- </ul></li>
- <li>
- multiview_platform.tests.test_multiview_classifiers.Test_PseudoCQMeasure
-
- <ul>
- <li><a href="references/multiview_platform.tests.test_multiview_classifiers.Test_PseudoCQMeasure.html#module-multiview_platform.tests.test_multiview_classifiers.Test_PseudoCQMeasure">module</a>
-</li>
- </ul></li>
- <li>
- multiview_platform.tests.test_multiview_classifiers.Test_PseudoCQMeasure.test_PseudoCQFusionModule
-
- <ul>
- <li><a href="references/multiview_platform.tests.test_multiview_classifiers.Test_PseudoCQMeasure.html#module-multiview_platform.tests.test_multiview_classifiers.Test_PseudoCQMeasure.test_PseudoCQFusionModule">module</a>
-</li>
- </ul></li>
- <li>
- multiview_platform.tests.test_utils
-
- <ul>
- <li><a href="references/multiview_platform.tests.test_utils.html#module-multiview_platform.tests.test_utils">module</a>
-</li>
- </ul></li>
- <li>
- multiview_platform.tests.test_utils.test_configuration
-
- <ul>
- <li><a href="references/multiview_platform.tests.test_utils.html#module-multiview_platform.tests.test_utils.test_configuration">module</a>
-</li>
- </ul></li>
- <li>
- multiview_platform.tests.test_utils.test_execution
-
- <ul>
- <li><a href="references/multiview_platform.tests.test_utils.html#module-multiview_platform.tests.test_utils.test_execution">module</a>
-</li>
- </ul></li>
- <li>
- multiview_platform.tests.test_utils.test_GetMultiviewDB
-
- <ul>
- <li><a href="references/multiview_platform.tests.test_utils.html#module-multiview_platform.tests.test_utils.test_GetMultiviewDB">module</a>
-</li>
- </ul></li>
- <li>
- multiview_platform.tests.test_utils.test_multiclass
-
- <ul>
- <li><a href="references/multiview_platform.tests.test_utils.html#module-multiview_platform.tests.test_utils.test_multiclass">module</a>
-</li>
- </ul></li>
- <li>
- multiview_platform.versions
-
- <ul>
- <li><a href="references/multiview_platform.html#module-multiview_platform.versions">module</a>
-</li>
- </ul></li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewOVOWrapper">MultiviewOVOWrapper (class in multiview_platform.mono_multi_view_classifiers.utils.multiclass)</a>
-</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewOVRWrapper">MultiviewOVRWrapper (class in multiview_platform.mono_multi_view_classifiers.utils.multiclass)</a>
-</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewWrapper">MultiviewWrapper (class in multiview_platform.mono_multi_view_classifiers.utils.multiclass)</a>
-</li>
- </ul></td>
-</tr></table>
-
-<h2 id="N">N</h2>
-<table style="width: 100%" class="indextable genindextable"><tr>
- <td style="width: 33%; vertical-align: top;"><ul>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.nb_view">nb_view (HDF5Dataset attribute)</a>
-</li>
- </ul></td>
-</tr></table>
-
-<h2 id="O">O</h2>
-<table style="width: 100%" class="indextable genindextable"><tr>
- <td style="width: 33%; vertical-align: top;"><ul>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.multiclass.OVOWrapper">OVOWrapper (class in multiview_platform.mono_multi_view_classifiers.utils.multiclass)</a>
-</li>
- </ul></td>
- <td style="width: 33%; vertical-align: top;"><ul>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.multiclass.OVRWrapper">OVRWrapper (class in multiview_platform.mono_multi_view_classifiers.utils.multiclass)</a>
-</li>
- </ul></td>
-</tr></table>
-
-<h2 id="P">P</h2>
+<h2 id="M">M</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
<td style="width: 33%; vertical-align: top;"><ul>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.execution.parse_the_args">parse_the_args() (in module multiview_platform.mono_multi_view_classifiers.utils.execution)</a>
-</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.configuration.pass_default_config">pass_default_config() (in module multiview_platform.mono_multi_view_classifiers.utils.configuration)</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.FakeMVClassifier.predict">predict() (FakeMVClassifier method)</a>
+ <li>
+ module
<ul>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewOVOWrapper.predict">(MultiviewOVOWrapper method)</a>
+ <li><a href="references/multiview_platform.html#module-multiview_platform">multiview_platform</a>
</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewOVRWrapper.predict">(MultiviewOVRWrapper method)</a>
+ <li><a href="execution.html#module-summit.execute">summit.execute</a>
</li>
- </ul></li>
- </ul></td>
- <td style="width: 33%; vertical-align: top;"><ul>
- <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.FakeMVClassifierProb.predict_proba">predict_proba() (FakeMVClassifierProb method)</a>
-
- <ul>
- <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.FakeProbaEstim.predict_proba">(FakeProbaEstim method)</a>
+ <li><a href="analyzeresult.html#module-summit.multiview_platform.result_analysis">summit.multiview_platform.result_analysis</a>
</li>
</ul></li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.multiview_result_analysis.print_metric_score">print_metric_score() (in module multiview_platform.mono_multi_view_classifiers.utils.multiview_result_analysis)</a>
-</li>
- </ul></td>
-</tr></table>
-
-<h2 id="R">R</h2>
-<table style="width: 100%" class="indextable genindextable"><tr>
- <td style="width: 33%; vertical-align: top;"><ul>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.RAMDataset">RAMDataset (class in multiview_platform.mono_multi_view_classifiers.utils.dataset)</a>
-</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.Random">Random (class in multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search)</a>
-</li>
</ul></td>
<td style="width: 33%; vertical-align: top;"><ul>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.rm">rm() (HDF5Dataset method)</a>
-</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.CustomRandint.rvs">rvs() (CustomRandint method)</a>
+ <li>
+ multiview_platform
<ul>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.CustomUniform.rvs">(CustomUniform method)</a>
+ <li><a href="references/multiview_platform.html#module-multiview_platform">module</a>
</li>
</ul></li>
</ul></td>
@@ -879,238 +76,22 @@
<h2 id="S">S</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
<td style="width: 33%; vertical-align: top;"><ul>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.configuration.save_config">save_config() (in module multiview_platform.mono_multi_view_classifiers.utils.configuration)</a>
-</li>
- <li><a href="references/monomulti/metrics.html#multiview_platform.mono_multi_view_classifiers.metrics.framework.score">score() (in module multiview_platform.mono_multi_view_classifiers.metrics.framework)</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_metrics.html#multiview_platform.tests.test_metrics.test_accuracy_score.Test_accuracy_score.score_test">score_test() (Test_accuracy_score method)</a>
-</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset.select_labels">select_labels() (Dataset method)</a>
-</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset.select_views_and_labels">select_views_and_labels() (Dataset method)</a>
-</li>
- <li><a href="references/monomulti/exec_classif.html#multiview_platform.mono_multi_view_classifiers.exec_classif.set_element">set_element() (in module multiview_platform.mono_multi_view_classifiers.exec_classif)</a>, <a href="references/multiview_platform.mono_multi_view_classifiers.html#multiview_platform.mono_multi_view_classifiers.exec_classif.set_element">[1]</a>
-</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiClassWrapper.set_params">set_params() (MultiClassWrapper method)</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_genKFolds.setUp">setUp() (Test_genKFolds method)</a>
-
- <ul>
- <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_genSplits.setUp">(Test_genSplits method)</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_classic_db_csv.setUp">(Test_get_classic_db_csv method)</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_classic_db_hdf5.setUp">(Test_get_classic_db_hdf5 method)</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_initRandomState.setUp">(Test_initRandomState method)</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_parseTheArgs.setUp">(Test_parseTheArgs method)</a>
-</li>
- </ul></li>
- <li><a href="references/multiview_platform.tests.test_metrics.html#multiview_platform.tests.test_metrics.test_accuracy_score.Test_accuracy_score.setUpClass">setUpClass() (Test_accuracy_score method)</a>
-
- <ul>
- <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_genArgumentDictionaries.setUpClass">(Test_genArgumentDictionaries class method)</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_genDirecortiesNames.setUpClass">(Test_genDirecortiesNames class method)</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_mono_view.html#multiview_platform.tests.test_mono_view.test_MonoviewUtils.Test_genTestFoldsPreds.setUpClass">(Test_genTestFoldsPreds class method)</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.Test_get_mc_estim.setUpClass">(Test_get_mc_estim class method)</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_plausible_db_hdf5.setUpClass">(Test_get_plausible_db_hdf5 class method)</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_configuration.Test_get_the_args.setUpClass">(Test_get_the_args class method)</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_getDatabaseFunction.setUpClass">(Test_getDatabaseFunction class method)</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_mono_view.html#multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_getHPs.setUpClass">(Test_getHPs class method)</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_mono_view.html#multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_initConstants.setUpClass">(Test_initConstants class method)</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_initStatsIterRandomStates.setUpClass">(Test_initStatsIterRandomStates class method)</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_mono_view.html#multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_initTrainTest.setUpClass">(Test_initTrainTest class method)</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.Test_MultiviewOVOWrapper_fit.setUpClass">(Test_MultiviewOVOWrapper_fit class method)</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.Test_MultiviewOVRWrapper_fit.setUpClass">(Test_MultiviewOVRWrapper_fit class method)</a>
-</li>
- </ul></li>
- </ul></td>
- <td style="width: 33%; vertical-align: top;"><ul>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.transformations.sign_labels">sign_labels() (in module multiview_platform.mono_multi_view_classifiers.utils.transformations)</a>
-</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.spear_mint">spear_mint() (in module multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search)</a>
-</li>
- </ul></td>
-</tr></table>
-
-<h2 id="T">T</h2>
-<table style="width: 100%" class="indextable genindextable"><tr>
- <td style="width: 33%; vertical-align: top;"><ul>
- <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_classic_db_csv.tearDown">tearDown() (Test_get_classic_db_csv class method)</a>
-
- <ul>
- <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_classic_db_hdf5.tearDown">(Test_get_classic_db_hdf5 method)</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_initRandomState.tearDown">(Test_initRandomState method)</a>
-</li>
- </ul></li>
- <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_plausible_db_hdf5.tearDownClass">tearDownClass() (Test_get_plausible_db_hdf5 class method)</a>
-
- <ul>
- <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_configuration.Test_get_the_args.tearDownClass">(Test_get_the_args class method)</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_mono_view.html#multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_getHPs.tearDownClass">(Test_getHPs class method)</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_mono_view.html#multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_initConstants.tearDownClass">(Test_initConstants class method)</a>
-</li>
- </ul></li>
- <li><a href="references/multiview_platform.tests.test_metrics.html#multiview_platform.tests.test_metrics.test_accuracy_score.Test_accuracy_score">Test_accuracy_score (class in multiview_platform.tests.test_metrics.test_accuracy_score)</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_classic_db_hdf5.test_all_views_asked">test_all_views_asked() (Test_get_classic_db_hdf5 method)</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_configuration.Test_get_the_args.test_arguments">test_arguments() (Test_get_the_args method)</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_classic_db_hdf5.test_asked_the_whole_dataset">test_asked_the_whole_dataset() (Test_get_classic_db_hdf5 method)</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.Test_get_mc_estim.test_biclass">test_biclass() (Test_get_mc_estim method)</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_configuration.Test_get_the_args.test_dict_format">test_dict_format() (Test_get_the_args method)</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_parseTheArgs.test_empty_args">test_empty_args() (Test_parseTheArgs method)</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_configuration.Test_get_the_args.test_file_loading">test_file_loading() (Test_get_the_args method)</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.Test_MultiviewOVOWrapper_fit.test_fit">test_fit() (Test_MultiviewOVOWrapper_fit method)</a>
+ <li>
+ summit.execute
<ul>
- <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.Test_MultiviewOVRWrapper_fit.test_fit">(Test_MultiviewOVRWrapper_fit method)</a>
+ <li><a href="execution.html#module-summit.execute">module</a>
</li>
</ul></li>
- <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_genArgumentDictionaries">Test_genArgumentDictionaries (class in multiview_platform.tests.test_utils.test_execution)</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_genDirecortiesNames">Test_genDirecortiesNames (class in multiview_platform.tests.test_utils.test_execution)</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_genKFolds">Test_genKFolds (class in multiview_platform.tests.test_utils.test_execution)</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_genKFolds.test_genKFolds_iter">test_genKFolds_iter() (Test_genKFolds method)</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_genSplits">Test_genSplits (class in multiview_platform.tests.test_utils.test_execution)</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_genSplits.test_genSplits_no_iter">test_genSplits_no_iter() (Test_genSplits method)</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_mono_view.html#multiview_platform.tests.test_mono_view.test_MonoviewUtils.Test_genTestFoldsPreds">Test_genTestFoldsPreds (class in multiview_platform.tests.test_mono_view.test_MonoviewUtils)</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_classic_db_csv">Test_get_classic_db_csv (class in multiview_platform.tests.test_utils.test_GetMultiviewDB)</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_classic_db_hdf5">Test_get_classic_db_hdf5 (class in multiview_platform.tests.test_utils.test_GetMultiviewDB)</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.Test_get_mc_estim">Test_get_mc_estim (class in multiview_platform.tests.test_utils.test_multiclass)</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_plausible_db_hdf5">Test_get_plausible_db_hdf5 (class in multiview_platform.tests.test_utils.test_GetMultiviewDB)</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_configuration.Test_get_the_args">Test_get_the_args (class in multiview_platform.tests.test_utils.test_configuration)</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_getDatabaseFunction">Test_getDatabaseFunction (class in multiview_platform.tests.test_utils.test_execution)</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_mono_view.html#multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_getHPs">Test_getHPs (class in multiview_platform.tests.test_mono_view.test_ExecClassifMonoView)</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_getDatabaseFunction.test_hdf5">test_hdf5() (Test_getDatabaseFunction method)</a>
-</li>
</ul></td>
<td style="width: 33%; vertical-align: top;"><ul>
- <li><a href="references/multiview_platform.tests.test_mono_view.html#multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_initConstants">Test_initConstants (class in multiview_platform.tests.test_mono_view.test_ExecClassifMonoView)</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_initRandomState">Test_initRandomState (class in multiview_platform.tests.test_utils.test_execution)</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_initStatsIterRandomStates">Test_initStatsIterRandomStates (class in multiview_platform.tests.test_utils.test_execution)</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_mono_view.html#multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_initTrainTest">Test_initTrainTest (class in multiview_platform.tests.test_mono_view.test_ExecClassifMonoView)</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.Test_get_mc_estim.test_multiclass_native">test_multiclass_native() (Test_get_mc_estim method)</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.Test_get_mc_estim.test_multiclass_ovo">test_multiclass_ovo() (Test_get_mc_estim method)</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.Test_get_mc_estim.test_multiclass_ovo_multiview">test_multiclass_ovo_multiview() (Test_get_mc_estim method)</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.Test_get_mc_estim.test_multiclass_ovr">test_multiclass_ovr() (Test_get_mc_estim method)</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.Test_get_mc_estim.test_multiclass_ovr_multiview">test_multiclass_ovr_multiview() (Test_get_mc_estim method)</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_initStatsIterRandomStates.test_multiple_iter">test_multiple_iter() (Test_initStatsIterRandomStates method)</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.Test_MultiviewOVOWrapper_fit">Test_MultiviewOVOWrapper_fit (class in multiview_platform.tests.test_utils.test_multiclass)</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.Test_MultiviewOVRWrapper_fit">Test_MultiviewOVRWrapper_fit (class in multiview_platform.tests.test_utils.test_multiclass)</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_initStatsIterRandomStates.test_one_statiter">test_one_statiter() (Test_initStatsIterRandomStates method)</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_genDirecortiesNames.test_ovo_no_iter">test_ovo_no_iter() (Test_genDirecortiesNames method)</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_parseTheArgs">Test_parseTheArgs (class in multiview_platform.tests.test_utils.test_execution)</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_getDatabaseFunction.test_plausible_hdf5">test_plausible_hdf5() (Test_getDatabaseFunction method)</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.Test_MultiviewOVOWrapper_fit.test_predict">test_predict() (Test_MultiviewOVOWrapper_fit method)</a>
-
- <ul>
- <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_multiclass.Test_MultiviewOVRWrapper_fit.test_predict">(Test_MultiviewOVRWrapper_fit method)</a>
-</li>
- </ul></li>
- <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_initRandomState.test_random_state_42">test_random_state_42() (Test_initRandomState method)</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_initRandomState.test_random_state_pickle">test_random_state_pickle() (Test_initRandomState method)</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_genSplits.test_simple">test_simple() (Test_genSplits method)</a>
+ <li>
+ summit.multiview_platform.result_analysis
<ul>
- <li><a href="references/multiview_platform.tests.test_mono_view.html#multiview_platform.tests.test_mono_view.test_MonoviewUtils.Test_genTestFoldsPreds.test_simple">(Test_genTestFoldsPreds method)</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_classic_db_csv.test_simple">(Test_get_classic_db_csv method)</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_classic_db_hdf5.test_simple">(Test_get_classic_db_hdf5 method)</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_plausible_db_hdf5.test_simple">(Test_get_plausible_db_hdf5 method)</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_getDatabaseFunction.test_simple">(Test_getDatabaseFunction method)</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_mono_view.html#multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_getHPs.test_simple">(Test_getHPs method)</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_mono_view.html#multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_initConstants.test_simple">(Test_initConstants method)</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_mono_view.html#multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_initTrainTest.test_simple">(Test_initTrainTest method)</a>
+ <li><a href="analyzeresult.html#module-summit.multiview_platform.result_analysis">module</a>
</li>
</ul></li>
- <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_execution.Test_genDirecortiesNames.test_simple_ovo">test_simple_ovo() (Test_genDirecortiesNames method)</a>
-</li>
- <li><a href="references/multiview_platform.tests.test_utils.html#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_plausible_db_hdf5.test_two_class">test_two_class() (Test_get_plausible_db_hdf5 method)</a>
-</li>
- <li><a href="references/multiview_platform.html#multiview_platform.versions.test_versions">test_versions() (in module multiview_platform.versions)</a>
-</li>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset.to_numpy_array">to_numpy_array() (Dataset method)</a>
-</li>
- </ul></td>
-</tr></table>
-
-<h2 id="U">U</h2>
-<table style="width: 100%" class="indextable genindextable"><tr>
- <td style="width: 33%; vertical-align: top;"><ul>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.transformations.unsign_labels">unsign_labels() (in module multiview_platform.mono_multi_view_classifiers.utils.transformations)</a>
-</li>
- </ul></td>
- <td style="width: 33%; vertical-align: top;"><ul>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.update_hdf5_dataset">update_hdf5_dataset() (HDF5Dataset method)</a>
-</li>
- </ul></td>
-</tr></table>
-
-<h2 id="V">V</h2>
-<table style="width: 100%" class="indextable genindextable"><tr>
- <td style="width: 33%; vertical-align: top;"><ul>
- <li><a href="references/multiview_platform.mono_multi_view_classifiers.utils.html#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.view_dict">view_dict (HDF5Dataset attribute)</a>
-</li>
</ul></td>
</tr></table>
diff --git a/docs/build/index.html b/docs/build/index.html
index aeb07829..3e620e6c 100644
--- a/docs/build/index.html
+++ b/docs/build/index.html
@@ -1,9 +1,11 @@
-<!DOCTYPE html>
+<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
+ "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
-<html>
+<html xmlns="http://www.w3.org/1999/xhtml">
<head>
- <meta charset="utf-8" />
+ <meta http-equiv="X-UA-Compatible" content="IE=Edge" />
+ <meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<title>Welcome to Supervised MultiModal Integration Tool’s documentation — SuMMIT 0 documentation</title>
<link rel="stylesheet" href="_static/classic.css" type="text/css" />
<link rel="stylesheet" href="_static/pygments.css" type="text/css" />
@@ -46,8 +48,8 @@
<p>The main advantage of the platform is that it allows to add and remove a classifier without modifying its core code (the procedure is described thoroughly in this documentation).</p>
<p>This documentation consists in a short read me, with instructions to install and get started with SuMMIT, then several use cases to discover the features, and all the documented sources.</p>
<div class="admonition note">
-<p class="admonition-title">Note</p>
-<p>The documentation, the platform and the tests are constantly being updated.
+<p class="first admonition-title">Note</p>
+<p class="last">The documentation, the platform and the tests are constantly being updated.
All the content labelled WIP is Work In Progress</p>
</div>
<div class="toctree-wrapper compound">
@@ -60,9 +62,9 @@ All the content labelled WIP is Work In Progress</p>
<div class="section" id="indices-and-tables">
<h1>Indices and tables<a class="headerlink" href="#indices-and-tables" title="Permalink to this headline">¶</a></h1>
<ul class="simple">
-<li><p><a class="reference internal" href="genindex.html"><span class="std std-ref">Index</span></a></p></li>
-<li><p><a class="reference internal" href="py-modindex.html"><span class="std std-ref">Module Index</span></a></p></li>
-<li><p><a class="reference internal" href="search.html"><span class="std std-ref">Search Page</span></a></p></li>
+<li><a class="reference internal" href="genindex.html"><span class="std std-ref">Index</span></a></li>
+<li><a class="reference internal" href="py-modindex.html"><span class="std std-ref">Module Index</span></a></li>
+<li><a class="reference internal" href="search.html"><span class="std std-ref">Search Page</span></a></li>
</ul>
</div>
diff --git a/docs/build/modules.html b/docs/build/modules.html
index 5415841d..07000e0b 100644
--- a/docs/build/modules.html
+++ b/docs/build/modules.html
@@ -1,10 +1,12 @@
-<!DOCTYPE html>
+<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
+ "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
-<html>
+<html xmlns="http://www.w3.org/1999/xhtml">
<head>
- <meta charset="utf-8" />
- <title>multiview_platform — SuMMIT 0 documentation</title>
+ <meta http-equiv="X-UA-Compatible" content="IE=Edge" />
+ <meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
+ <title>summit — SuMMIT 0 documentation</title>
<link rel="stylesheet" href="_static/classic.css" type="text/css" />
<link rel="stylesheet" href="_static/pygments.css" type="text/css" />
@@ -36,8 +38,8 @@
<div class="bodywrapper">
<div class="body" role="main">
- <div class="section" id="multiview-platform">
-<h1>multiview_platform<a class="headerlink" href="#multiview-platform" title="Permalink to this headline">¶</a></h1>
+ <div class="section" id="summit">
+<h1>summit<a class="headerlink" href="#summit" title="Permalink to this headline">¶</a></h1>
<div class="toctree-wrapper compound">
</div>
</div>
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diff --git a/docs/build/readme_link.html b/docs/build/readme_link.html
index c005acdb..e03dd7ec 100644
--- a/docs/build/readme_link.html
+++ b/docs/build/readme_link.html
@@ -1,9 +1,11 @@
-<!DOCTYPE html>
+<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
+ "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
-<html>
+<html xmlns="http://www.w3.org/1999/xhtml">
<head>
- <meta charset="utf-8" />
+ <meta http-equiv="X-UA-Compatible" content="IE=Edge" />
+ <meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<title><no title> — SuMMIT 0 documentation</title>
<link rel="stylesheet" href="_static/classic.css" type="text/css" />
<link rel="stylesheet" href="_static/pygments.css" type="text/css" />
@@ -16,9 +18,7 @@
<script src="_static/plotly_js.js"></script>
<link rel="index" title="Index" href="genindex.html" />
- <link rel="search" title="Search" href="search.html" />
- <link rel="next" title="SuMMIT Tutorials" href="tutorials/index.html" />
- <link rel="prev" title="Welcome to Supervised MultiModal Integration Tool’s documentation" href="index.html" />
+ <link rel="search" title="Search" href="search.html" />
</head><body>
<div class="related" role="navigation" aria-label="related navigation">
<h3>Navigation</h3>
@@ -29,12 +29,6 @@
<li class="right" >
<a href="py-modindex.html" title="Python Module Index"
>modules</a> |</li>
- <li class="right" >
- <a href="tutorials/index.html" title="SuMMIT Tutorials"
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<li class="nav-item nav-item-0"><a href="index.html">SuMMIT 0 documentation</a> »</li>
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@@ -52,12 +46,6 @@
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<div class="sphinxsidebar" role="navigation" aria-label="main navigation">
<div class="sphinxsidebarwrapper">
- <h4>Previous topic</h4>
- <p class="topless"><a href="index.html"
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@@ -88,12 +76,6 @@
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diff --git a/docs/build/references/monomulti/exec_classif.html b/docs/build/references/monomulti/exec_classif.html
index f1550fe7..7e857a53 100644
--- a/docs/build/references/monomulti/exec_classif.html
+++ b/docs/build/references/monomulti/exec_classif.html
@@ -1,9 +1,11 @@
-<!DOCTYPE html>
+<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
+ "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
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<title>Classification execution module — SuMMIT 0 documentation</title>
<link rel="stylesheet" href="../../_static/classic.css" type="text/css" />
<link rel="stylesheet" href="../../_static/pygments.css" type="text/css" />
@@ -36,226 +38,8 @@
<div class="bodywrapper">
<div class="body" role="main">
- <div class="section" id="module-multiview_platform.mono_multi_view_classifiers.exec_classif">
-<span id="classification-execution-module"></span><h1>Classification execution module<a class="headerlink" href="#module-multiview_platform.mono_multi_view_classifiers.exec_classif" title="Permalink to this headline">¶</a></h1>
-<dl class="py function">
-<dt id="multiview_platform.mono_multi_view_classifiers.exec_classif.arange_metrics">
-<code class="sig-name descname">arange_metrics</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">metrics</span></em>, <em class="sig-param"><span class="n">metric_princ</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.exec_classif.arange_metrics" title="Permalink to this definition">¶</a></dt>
-<dd><p>Used to get the metrics list in the right order so that
-the first one is the principal metric specified in args</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters</dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><strong>metrics</strong> (<em>dict</em>) – The metrics that will be used in the benchmark</p></li>
-<li><p><strong>metric_princ</strong> (<em>str</em>) – The name of the metric that need to be used for the hyper-parameter
-optimization process</p></li>
-</ul>
-</dd>
-<dt class="field-even">Returns</dt>
-<dd class="field-even"><p><strong>metrics</strong> – The metrics list, but arranged so the first one is the principal one.</p>
-</dd>
-<dt class="field-odd">Return type</dt>
-<dd class="field-odd"><p>list of lists</p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py function">
-<dt id="multiview_platform.mono_multi_view_classifiers.exec_classif.benchmark_init">
-<code class="sig-name descname">benchmark_init</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">directory</span></em>, <em class="sig-param"><span class="n">classification_indices</span></em>, <em class="sig-param"><span class="n">labels</span></em>, <em class="sig-param"><span class="n">labels_dictionary</span></em>, <em class="sig-param"><span class="n">k_folds</span></em>, <em class="sig-param"><span class="n">dataset_var</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.exec_classif.benchmark_init" title="Permalink to this definition">¶</a></dt>
-<dd><p>Initializes the benchmark, by saving the indices of the train
-examples and the cross validation folds.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters</dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><strong>directory</strong> (<em>str</em>) – The benchmark’s result directory</p></li>
-<li><p><strong>classification_indices</strong> (<em>numpy array</em>) – The indices of the examples, splitted for the train/test split</p></li>
-<li><p><strong>labels</strong> (<em>numpy array</em>) – The labels of the dataset</p></li>
-<li><p><strong>labels_dictionary</strong> (<em>dict</em>) – The dictionary with labels as keys and their names as values</p></li>
-<li><p><strong>k_folds</strong> (<em>sklearn.model_selection.Folds object</em>) – The folds for the cross validation process</p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py function">
-<dt id="multiview_platform.mono_multi_view_classifiers.exec_classif.exec_benchmark">
-<code class="sig-name descname">exec_benchmark</code><span class="sig-paren">(</span><em class="sig-param">nb_cores</em>, <em class="sig-param">stats_iter</em>, <em class="sig-param">benchmark_arguments_dictionaries</em>, <em class="sig-param">directory</em>, <em class="sig-param">metrics</em>, <em class="sig-param">dataset_var</em>, <em class="sig-param">track_tracebacks</em>, <em class="sig-param">exec_one_benchmark_mono_core=<function exec_one_benchmark_mono_core></em>, <em class="sig-param">analyze=<function analyze></em>, <em class="sig-param">delete=<function delete_HDF5></em>, <em class="sig-param">analyze_iterations=<function analyze_iterations></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.exec_classif.exec_benchmark" title="Permalink to this definition">¶</a></dt>
-<dd><p>Used to execute the needed benchmark(s) on multicore or mono-core functions.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters</dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><strong>nb_cores</strong> (<em>int</em>) – Number of threads that the benchmarks can use.</p></li>
-<li><p><strong>stats_iter</strong> (<em>int</em>) – Number of statistical iterations that have to be done.</p></li>
-<li><p><strong>benchmark_arguments_dictionaries</strong> (<em>list of dictionaries</em>) – All the needed arguments for the benchmarks.</p></li>
-<li><p><strong>classification_indices</strong> (<em>list of lists of numpy.ndarray</em>) – For each statistical iteration a couple of numpy.ndarrays is stored with the indices for the training set and
-the ones of the testing set.</p></li>
-<li><p><strong>directories</strong> (<em>list of strings</em>) – List of the paths to the result directories for each statistical iteration.</p></li>
-<li><p><strong>directory</strong> (<em>string</em>) – Path to the main results directory.</p></li>
-<li><p><strong>multi_class_labels</strong> (<em>ist of lists of numpy.ndarray</em>) – For each label couple, for each statistical iteration a triplet of numpy.ndarrays is stored with the
-indices for the biclass training set, the ones for the biclass testing set and the ones for the
-multiclass testing set.</p></li>
-<li><p><strong>metrics</strong> (<em>list of lists</em>) – metrics that will be used to evaluate the algorithms performance.</p></li>
-<li><p><strong>labels_dictionary</strong> (<em>dictionary</em>) – Dictionary mapping labels indices to labels names.</p></li>
-<li><p><strong>nb_labels</strong> (<em>int</em>) – Total number of different labels in the dataset.</p></li>
-<li><p><strong>dataset_var</strong> (<em>HDF5 dataset file</em>) – The full dataset that wil be used by the benchmark.</p></li>
-<li><p><strong>classifiers_names</strong> (<em>list of strings</em>) – List of the benchmarks’s monoview classifiers names.</p></li>
-<li><p><strong>rest_of_the_args</strong> – Just used for testing purposes</p></li>
-</ul>
-</dd>
-<dt class="field-even">Returns</dt>
-<dd class="field-even"><p><strong>results</strong> – The results of the benchmark.</p>
-</dd>
-<dt class="field-odd">Return type</dt>
-<dd class="field-odd"><p>list of lists</p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py function">
-<dt id="multiview_platform.mono_multi_view_classifiers.exec_classif.exec_classif">
-<code class="sig-name descname">exec_classif</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">arguments</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.exec_classif.exec_classif" title="Permalink to this definition">¶</a></dt>
-<dd><p>Runs the benchmark with the given arguments</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters</dt>
-<dd class="field-odd"><p><strong>arguments</strong> – </p>
-</dd>
-<dt class="field-even">Returns</dt>
-<dd class="field-even"><p><ul class="simple">
-<li><p><em>>>> exec_classif([–config_path, /path/to/config/files/])</em></p></li>
-<li><p><em>>>></em></p></li>
-</ul>
-</p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py function">
-<dt id="multiview_platform.mono_multi_view_classifiers.exec_classif.extract_dict">
-<code class="sig-name descname">extract_dict</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">classifier_config</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.exec_classif.extract_dict" title="Permalink to this definition">¶</a></dt>
-<dd><p>Reverse function of get_path_dict</p>
-</dd></dl>
-
-<dl class="py function">
-<dt id="multiview_platform.mono_multi_view_classifiers.exec_classif.get_path_dict">
-<code class="sig-name descname">get_path_dict</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">multiview_classifier_args</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.exec_classif.get_path_dict" title="Permalink to this definition">¶</a></dt>
-<dd><p>This function is used to generate a dictionary with each key being
-the path to the value.
-If given {“key1”:{“key1_1”:value1}, “key2”:value2}, it will return
-{“key1.key1_1”:value1, “key2”:value2}</p>
-</dd></dl>
-
-<dl class="py function">
-<dt id="multiview_platform.mono_multi_view_classifiers.exec_classif.init_benchmark">
-<code class="sig-name descname">init_benchmark</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">cl_type</span></em>, <em class="sig-param"><span class="n">monoview_algos</span></em>, <em class="sig-param"><span class="n">multiview_algos</span></em>, <em class="sig-param"><span class="n">args</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.exec_classif.init_benchmark" title="Permalink to this definition">¶</a></dt>
-<dd><p>Used to create a list of all the algorithm packages names used for the benchmark.</p>
-<p>First this function will check if the benchmark need mono- or/and multiview
-algorithms and adds to the right
-dictionary the asked algorithms. If none is asked by the user, all will be added.</p>
-<p>If the keyword <cite>“Benchmark”</cite> is used, all mono- and multiview algorithms will be added.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters</dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><strong>cl_type</strong> (<em>List of string</em>) – List of types of needed benchmark</p></li>
-<li><p><strong>multiview_algos</strong> (<em>List of strings</em>) – List of multiview algorithms needed for the benchmark</p></li>
-<li><p><strong>monoview_algos</strong> (<em>Listof strings</em>) – List of monoview algorithms needed for the benchmark</p></li>
-<li><p><strong>args</strong> (<em>ParsedArgumentParser args</em>) – All the input args (used to tune the algorithms)</p></li>
-</ul>
-</dd>
-<dt class="field-even">Returns</dt>
-<dd class="field-even"><p><strong>benchmark</strong> – Dictionary resuming which mono- and multiview algorithms which will be used in the benchmark.</p>
-</dd>
-<dt class="field-odd">Return type</dt>
-<dd class="field-odd"><p>Dictionary of dictionaries</p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py function">
-<dt id="multiview_platform.mono_multi_view_classifiers.exec_classif.init_kwargs">
-<code class="sig-name descname">init_kwargs</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">args</span></em>, <em class="sig-param"><span class="n">classifiers_names</span></em>, <em class="sig-param"><span class="n">framework</span><span class="o">=</span><span class="default_value">'monoview'</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.exec_classif.init_kwargs" title="Permalink to this definition">¶</a></dt>
-<dd><p>Used to init kwargs thanks to a function in each monoview classifier package.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters</dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><strong>args</strong> (<em>parsed args objects</em>) – All the args passed by the user.</p></li>
-<li><p><strong>classifiers_names</strong> (<em>list of strings</em>) – List of the benchmarks’s monoview classifiers names.</p></li>
-</ul>
-</dd>
-<dt class="field-even">Returns</dt>
-<dd class="field-even"><p><p><strong>kwargs</strong> – Dictionary resuming all the specific arguments for the benchmark, one dictionary for each classifier.</p>
-<p>For example, for Adaboost, the KWARGS will be <cite>{“n_estimators”:<value>, “base_estimator”:<value>}</cite></p>
-</p>
-</dd>
-<dt class="field-odd">Return type</dt>
-<dd class="field-odd"><p>Dictionary</p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py function">
-<dt id="multiview_platform.mono_multi_view_classifiers.exec_classif.init_kwargs_func">
-<code class="sig-name descname">init_kwargs_func</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">args</span></em>, <em class="sig-param"><span class="n">benchmark</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.exec_classif.init_kwargs_func" title="Permalink to this definition">¶</a></dt>
-<dd><p>Dispached the kwargs initialization to monoview and multiview and creates
-the kwargs variable</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters</dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><strong>args</strong> (<em>parsed args objects</em>) – All the args passed by the user.</p></li>
-<li><p><strong>benchmark</strong> (<em>dict</em>) – The name of the mono- and mutli-view classifiers to run in the benchmark</p></li>
-</ul>
-</dd>
-<dt class="field-even">Returns</dt>
-<dd class="field-even"><p><strong>kwargs</strong> – The arguments for each mono- and multiview algorithms</p>
-</dd>
-<dt class="field-odd">Return type</dt>
-<dd class="field-odd"><p>dict</p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py function">
-<dt id="multiview_platform.mono_multi_view_classifiers.exec_classif.init_monoview_exps">
-<code class="sig-name descname">init_monoview_exps</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">classifier_names</span></em>, <em class="sig-param"><span class="n">views_dictionary</span></em>, <em class="sig-param"><span class="n">nb_class</span></em>, <em class="sig-param"><span class="n">kwargs_init</span></em>, <em class="sig-param"><span class="n">hps_method</span></em>, <em class="sig-param"><span class="n">hps_kwargs</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.exec_classif.init_monoview_exps" title="Permalink to this definition">¶</a></dt>
-<dd><p>Used to add each monoview exeperience args to the list of monoview experiences args.</p>
-<p>First this function will check if the benchmark need mono- or/and multiview algorithms and adds to the right
-dictionary the asked algorithms. If none is asked by the user, all will be added.</p>
-<p>If the keyword <cite>“Benchmark”</cite> is used, all mono- and multiview algorithms will be added.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters</dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><strong>classifier_names</strong> (<em>dictionary</em>) – All types of monoview and multiview experiments that have to be benchmarked</p></li>
-<li><p><strong>argument_dictionaries</strong> (<em>dictionary</em>) – Maps monoview and multiview experiments arguments.</p></li>
-<li><p><strong>views_dictionary</strong> (<em>dictionary</em>) – Maps the view names to their index in the HDF5 dataset</p></li>
-<li><p><strong>nb_class</strong> (<em>integer</em>) – Number of different labels in the classification</p></li>
-</ul>
-</dd>
-<dt class="field-even">Returns</dt>
-<dd class="field-even"><p><strong>benchmark</strong> – Dictionary resuming which mono- and multiview algorithms which will be used in the benchmark.</p>
-</dd>
-<dt class="field-odd">Return type</dt>
-<dd class="field-odd"><p>Dictionary of dictionaries</p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py function">
-<dt id="multiview_platform.mono_multi_view_classifiers.exec_classif.is_dict_in">
-<code class="sig-name descname">is_dict_in</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">dictionary</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.exec_classif.is_dict_in" title="Permalink to this definition">¶</a></dt>
-<dd><p>Returns True if any of the dictionary value is a dictionary itself.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters</dt>
-<dd class="field-odd"><p><strong>dictionary</strong> – </p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py function">
-<dt id="multiview_platform.mono_multi_view_classifiers.exec_classif.set_element">
-<code class="sig-name descname">set_element</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">dictionary</span></em>, <em class="sig-param"><span class="n">path</span></em>, <em class="sig-param"><span class="n">value</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.exec_classif.set_element" title="Permalink to this definition">¶</a></dt>
-<dd><p>Set value in dictionary at the location indicated by path</p>
-</dd></dl>
-
+ <div class="section" id="classification-execution-module">
+<h1>Classification execution module<a class="headerlink" href="#classification-execution-module" title="Permalink to this headline">¶</a></h1>
</div>
diff --git a/docs/build/references/monomulti/metrics.html b/docs/build/references/monomulti/metrics.html
index 8b1ec1de..e7b7360b 100644
--- a/docs/build/references/monomulti/metrics.html
+++ b/docs/build/references/monomulti/metrics.html
@@ -1,9 +1,11 @@
-<!DOCTYPE html>
+<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
+ "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
-<html>
+<html xmlns="http://www.w3.org/1999/xhtml">
<head>
- <meta charset="utf-8" />
+ <meta http-equiv="X-UA-Compatible" content="IE=Edge" />
+ <meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<title>Metrics framework — SuMMIT 0 documentation</title>
<link rel="stylesheet" href="../../_static/classic.css" type="text/css" />
<link rel="stylesheet" href="../../_static/pygments.css" type="text/css" />
@@ -36,72 +38,8 @@
<div class="bodywrapper">
<div class="body" role="main">
- <div class="section" id="module-multiview_platform.mono_multi_view_classifiers.metrics.framework">
-<span id="metrics-framework"></span><h1>Metrics framework<a class="headerlink" href="#module-multiview_platform.mono_multi_view_classifiers.metrics.framework" title="Permalink to this headline">¶</a></h1>
-<p>In ths file, we explain how to add a metric to the platform.</p>
-<p>In order to do that, on needs to add a file with the following functions
-which are mandatory for the metric to work with the platform.</p>
-<dl class="py function">
-<dt id="multiview_platform.mono_multi_view_classifiers.metrics.framework.get_config">
-<code class="sig-name descname">get_config</code><span class="sig-paren">(</span><em class="sig-param"><span class="o">**</span><span class="n">kwargs</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.metrics.framework.get_config" title="Permalink to this definition">¶</a></dt>
-<dd><p>Get the metric’s configuration as a string.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters</dt>
-<dd class="field-odd"><p><strong>kwargs</strong> (<em>dict</em>) – The arguments stored in this dictionary must be keyed by string of
-integers as “0”, .., etc and decrypted in the function. These arguments
-are a configuration of the metric.</p>
-</dd>
-<dt class="field-even">Returns</dt>
-<dd class="field-even"><p><strong>configString</strong> – The string describing the metric’s configuration.</p>
-</dd>
-<dt class="field-odd">Return type</dt>
-<dd class="field-odd"><p>string</p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py function">
-<dt id="multiview_platform.mono_multi_view_classifiers.metrics.framework.get_scorer">
-<code class="sig-name descname">get_scorer</code><span class="sig-paren">(</span><em class="sig-param"><span class="o">**</span><span class="n">kwargs</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.metrics.framework.get_scorer" title="Permalink to this definition">¶</a></dt>
-<dd><p>Get the metric’s scorer as in the sklearn.metrics package.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters</dt>
-<dd class="field-odd"><p><strong>kwargs</strong> (<em>dict</em>) – The arguments stored in this dictionary must be keyed by string of
-integers as “0”, .., etc and decrypted in the function. These arguments
-are a configuration of the metric.</p>
-</dd>
-<dt class="field-even">Returns</dt>
-<dd class="field-even"><p><strong>scorer</strong> – Callable object that returns a scalar score; greater is better. (cf sklearn.metrics.make_scorer)</p>
-</dd>
-<dt class="field-odd">Return type</dt>
-<dd class="field-odd"><p>object</p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py function">
-<dt id="multiview_platform.mono_multi_view_classifiers.metrics.framework.score">
-<code class="sig-name descname">score</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">y_true</span></em>, <em class="sig-param"><span class="n">y_pred</span></em>, <em class="sig-param"><span class="n">multiclass</span><span class="o">=</span><span class="default_value">False</span></em>, <em class="sig-param"><span class="o">**</span><span class="n">kwargs</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.metrics.framework.score" title="Permalink to this definition">¶</a></dt>
-<dd><p>Get the metric’s score from the ground truth (<code class="docutils literal notranslate"><span class="pre">y_true</span></code>) and predictions (<code class="docutils literal notranslate"><span class="pre">y_pred</span></code>).</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters</dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><strong>y_true</strong> (<em>array-like</em><em>, </em><em>shape =</em><em> (</em><em>n_samples</em><em>,</em><em>)</em>) – Target values (class labels).</p></li>
-<li><p><strong>y_pred</strong> (<em>array-like</em><em>, </em><em>shape =</em><em> (</em><em>n_samples</em><em>,</em><em>)</em>) – Predicted target values (class labels).</p></li>
-<li><p><strong>multiclass</strong> (<em>boolean</em><em> (</em><em>default=False</em><em>)</em>) – Parameter specifying whether the target values are multiclass or not.</p></li>
-<li><p><strong>kwargs</strong> (<em>dict</em>) – The arguments stored in this dictionary must be keyed by string of
-integers as “0”, .., etc and decrypted in the function</p></li>
-</ul>
-</dd>
-<dt class="field-even">Returns</dt>
-<dd class="field-even"><p><strong>score</strong> – Returns the score of the prediction.</p>
-</dd>
-<dt class="field-odd">Return type</dt>
-<dd class="field-odd"><p>float</p>
-</dd>
-</dl>
-</dd></dl>
-
+ <div class="section" id="metrics-framework">
+<h1>Metrics framework<a class="headerlink" href="#metrics-framework" title="Permalink to this headline">¶</a></h1>
</div>
diff --git a/docs/build/references/monomulti/multiview_classifiers/diversity_fusion.html b/docs/build/references/monomulti/multiview_classifiers/diversity_fusion.html
index cdbe29d7..5cbb6304 100644
--- a/docs/build/references/monomulti/multiview_classifiers/diversity_fusion.html
+++ b/docs/build/references/monomulti/multiview_classifiers/diversity_fusion.html
@@ -1,9 +1,11 @@
-<!DOCTYPE html>
+<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
+ "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
-<html>
+<html xmlns="http://www.w3.org/1999/xhtml">
<head>
- <meta charset="utf-8" />
+ <meta http-equiv="X-UA-Compatible" content="IE=Edge" />
+ <meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<title>Diversity Fusion Classifiers — SuMMIT 0 documentation</title>
<link rel="stylesheet" href="../../../_static/classic.css" type="text/css" />
<link rel="stylesheet" href="../../../_static/pygments.css" type="text/css" />
diff --git a/docs/build/references/monomulti/utils/execution.html b/docs/build/references/monomulti/utils/execution.html
index eceb655c..4b278a52 100644
--- a/docs/build/references/monomulti/utils/execution.html
+++ b/docs/build/references/monomulti/utils/execution.html
@@ -1,9 +1,11 @@
-<!DOCTYPE html>
+<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
+ "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
-<html>
+<html xmlns="http://www.w3.org/1999/xhtml">
<head>
- <meta charset="utf-8" />
+ <meta http-equiv="X-UA-Compatible" content="IE=Edge" />
+ <meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<title>Utils execution module — SuMMIT 0 documentation</title>
<link rel="stylesheet" href="../../../_static/classic.css" type="text/css" />
<link rel="stylesheet" href="../../../_static/pygments.css" type="text/css" />
@@ -38,14 +40,23 @@
<div class="section" id="utils-execution-module">
<h1>Utils execution module<a class="headerlink" href="#utils-execution-module" title="Permalink to this headline">¶</a></h1>
-<dl class="field-list simple">
-<dt class="field-odd">members</dt>
-<dd class="field-odd"><dl class="field-list simple">
-<dt class="field-odd">inherited-members</dt>
-<dd class="field-odd"><p></p></dd>
-</dl>
-</dd>
-</dl>
+<table class="docutils field-list" frame="void" rules="none">
+<col class="field-name" />
+<col class="field-body" />
+<tbody valign="top">
+<tr class="field-odd field"><th class="field-name">members:</th><td class="field-body"><table class="first last docutils field-list" frame="void" rules="none">
+<col class="field-name" />
+<col class="field-body" />
+<tbody valign="top">
+<tr class="field-odd field"><th class="field-name" colspan="2">inherited-members:</th></tr>
+<tr class="field-odd field"><td> </td><td class="field-body"></td>
+</tr>
+</tbody>
+</table>
+</td>
+</tr>
+</tbody>
+</table>
</div>
diff --git a/docs/build/references/monomulti/utils/multiclass.html b/docs/build/references/monomulti/utils/multiclass.html
index 1c76e067..dfb3f73a 100644
--- a/docs/build/references/monomulti/utils/multiclass.html
+++ b/docs/build/references/monomulti/utils/multiclass.html
@@ -1,9 +1,11 @@
-<!DOCTYPE html>
+<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
+ "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
-<html>
+<html xmlns="http://www.w3.org/1999/xhtml">
<head>
- <meta charset="utf-8" />
+ <meta http-equiv="X-UA-Compatible" content="IE=Edge" />
+ <meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<title>Utils Multiclass module — SuMMIT 0 documentation</title>
<link rel="stylesheet" href="../../../_static/classic.css" type="text/css" />
<link rel="stylesheet" href="../../../_static/pygments.css" type="text/css" />
@@ -36,16 +38,25 @@
<div class="bodywrapper">
<div class="body" role="main">
- <div class="section" id="module-multiview_platform.mono_multi_view_classifiers.utils.multiclass">
-<span id="utils-multiclass-module"></span><h1>Utils Multiclass module<a class="headerlink" href="#module-multiview_platform.mono_multi_view_classifiers.utils.multiclass" title="Permalink to this headline">¶</a></h1>
-<dl class="field-list simple">
-<dt class="field-odd">members</dt>
-<dd class="field-odd"><dl class="field-list simple">
-<dt class="field-odd">inherited-members</dt>
-<dd class="field-odd"><p></p></dd>
-</dl>
-</dd>
-</dl>
+ <div class="section" id="utils-multiclass-module">
+<h1>Utils Multiclass module<a class="headerlink" href="#utils-multiclass-module" title="Permalink to this headline">¶</a></h1>
+<table class="docutils field-list" frame="void" rules="none">
+<col class="field-name" />
+<col class="field-body" />
+<tbody valign="top">
+<tr class="field-odd field"><th class="field-name">members:</th><td class="field-body"><table class="first last docutils field-list" frame="void" rules="none">
+<col class="field-name" />
+<col class="field-body" />
+<tbody valign="top">
+<tr class="field-odd field"><th class="field-name" colspan="2">inherited-members:</th></tr>
+<tr class="field-odd field"><td> </td><td class="field-body"></td>
+</tr>
+</tbody>
+</table>
+</td>
+</tr>
+</tbody>
+</table>
</div>
diff --git a/docs/build/references/monomultidoc.html b/docs/build/references/monomultidoc.html
index cdfbc927..a0585a88 100644
--- a/docs/build/references/monomultidoc.html
+++ b/docs/build/references/monomultidoc.html
@@ -1,9 +1,11 @@
-<!DOCTYPE html>
+<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
+ "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
-<html>
+<html xmlns="http://www.w3.org/1999/xhtml">
<head>
- <meta charset="utf-8" />
+ <meta http-equiv="X-UA-Compatible" content="IE=Edge" />
+ <meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<title>Mono and mutliview classification — SuMMIT 0 documentation</title>
<link rel="stylesheet" href="../_static/classic.css" type="text/css" />
<link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
diff --git a/docs/build/references/multiview_platform.html b/docs/build/references/multiview_platform.html
index 140e78e8..4c85b8c9 100644
--- a/docs/build/references/multiview_platform.html
+++ b/docs/build/references/multiview_platform.html
@@ -1,9 +1,11 @@
-<!DOCTYPE html>
+<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
+ "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
-<html>
+<html xmlns="http://www.w3.org/1999/xhtml">
<head>
- <meta charset="utf-8" />
+ <meta http-equiv="X-UA-Compatible" content="IE=Edge" />
+ <meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<title>multiview_platform references — SuMMIT 0 documentation</title>
<link rel="stylesheet" href="../_static/classic.css" type="text/css" />
<link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
@@ -58,28 +60,28 @@
<li class="toctree-l6"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion.html#submodules">Submodules</a></li>
<li class="toctree-l6"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion.html#multiview-platform-mono-multi-view-classifiers-multiview-classifiers-difficulty-fusion-analyze-results-module">multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion.analyze_results module</a></li>
<li class="toctree-l6"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion.html#multiview-platform-mono-multi-view-classifiers-multiview-classifiers-difficulty-fusion-difficulty-fusion-module">multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion.difficulty_fusion module</a></li>
-<li class="toctree-l6"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion.html#module-multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion">Module contents</a></li>
+<li class="toctree-l6"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion.html#module-contents">Module contents</a></li>
</ul>
</li>
<li class="toctree-l5"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion.html">multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion package</a><ul>
<li class="toctree-l6"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion.html#submodules">Submodules</a></li>
<li class="toctree-l6"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion.html#multiview-platform-mono-multi-view-classifiers-multiview-classifiers-disagree-fusion-analyze-results-module">multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion.analyze_results module</a></li>
<li class="toctree-l6"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion.html#multiview-platform-mono-multi-view-classifiers-multiview-classifiers-disagree-fusion-disagree-fusion-module">multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion.disagree_fusion module</a></li>
-<li class="toctree-l6"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion.html#module-multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion">Module contents</a></li>
+<li class="toctree-l6"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion.html#module-contents">Module contents</a></li>
</ul>
</li>
<li class="toctree-l5"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion.html">multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion package</a><ul>
<li class="toctree-l6"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion.html#submodules">Submodules</a></li>
<li class="toctree-l6"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion.html#multiview-platform-mono-multi-view-classifiers-multiview-classifiers-double-fault-fusion-analyze-results-module">multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion.analyze_results module</a></li>
<li class="toctree-l6"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion.html#multiview-platform-mono-multi-view-classifiers-multiview-classifiers-double-fault-fusion-double-fault-fusion-module">multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion.double_fault_fusion module</a></li>
-<li class="toctree-l6"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion.html#module-multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion">Module contents</a></li>
+<li class="toctree-l6"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion.html#module-contents">Module contents</a></li>
</ul>
</li>
<li class="toctree-l5"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion.html">multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion package</a><ul>
<li class="toctree-l6"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion.html#submodules">Submodules</a></li>
<li class="toctree-l6"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion.html#multiview-platform-mono-multi-view-classifiers-multiview-classifiers-entropy-fusion-analyze-results-module">multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion.analyze_results module</a></li>
<li class="toctree-l6"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion.html#multiview-platform-mono-multi-view-classifiers-multiview-classifiers-entropy-fusion-entropy-fusion-module">multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion.entropy_fusion module</a></li>
-<li class="toctree-l6"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion.html#module-multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion">Module contents</a></li>
+<li class="toctree-l6"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion.html#module-contents">Module contents</a></li>
</ul>
</li>
<li class="toctree-l5"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fat_late_fusion.html">multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fat_late_fusion package</a><ul>
@@ -141,51 +143,51 @@
</li>
</ul>
</li>
-<li class="toctree-l4"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.html#module-multiview_platform.mono_multi_view_classifiers.multiview_classifiers">Module contents</a></li>
+<li class="toctree-l4"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.html#module-contents">Module contents</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.utils.html">multiview_platform.mono_multi_view_classifiers.utils package</a><ul>
<li class="toctree-l4"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.utils.html#submodules">Submodules</a></li>
-<li class="toctree-l4"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.utils.html#module-multiview_platform.mono_multi_view_classifiers.utils.configuration">multiview_platform.mono_multi_view_classifiers.utils.configuration module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.utils.html#module-multiview_platform.mono_multi_view_classifiers.utils.dataset">multiview_platform.mono_multi_view_classifiers.utils.dataset module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.utils.html#module-multiview_platform.mono_multi_view_classifiers.utils.execution">multiview_platform.mono_multi_view_classifiers.utils.execution module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.utils.html#module-multiview_platform.mono_multi_view_classifiers.utils.get_multiview_db">multiview_platform.mono_multi_view_classifiers.utils.get_multiview_db module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.utils.html#module-multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search">multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.utils.html#module-multiview_platform.mono_multi_view_classifiers.utils.make_file_config">multiview_platform.mono_multi_view_classifiers.utils.make_file_config module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.utils.html#module-multiview_platform.mono_multi_view_classifiers.utils.multiclass">multiview_platform.mono_multi_view_classifiers.utils.multiclass module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.utils.html#module-multiview_platform.mono_multi_view_classifiers.utils.multiview_result_analysis">multiview_platform.mono_multi_view_classifiers.utils.multiview_result_analysis module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.utils.html#module-multiview_platform.mono_multi_view_classifiers.utils.transformations">multiview_platform.mono_multi_view_classifiers.utils.transformations module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.utils.html#module-multiview_platform.mono_multi_view_classifiers.utils">Module contents</a></li>
+<li class="toctree-l4"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.utils.html#multiview-platform-mono-multi-view-classifiers-utils-configuration-module">multiview_platform.mono_multi_view_classifiers.utils.configuration module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.utils.html#multiview-platform-mono-multi-view-classifiers-utils-dataset-module">multiview_platform.mono_multi_view_classifiers.utils.dataset module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.utils.html#multiview-platform-mono-multi-view-classifiers-utils-execution-module">multiview_platform.mono_multi_view_classifiers.utils.execution module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.utils.html#multiview-platform-mono-multi-view-classifiers-utils-get-multiview-db-module">multiview_platform.mono_multi_view_classifiers.utils.get_multiview_db module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.utils.html#multiview-platform-mono-multi-view-classifiers-utils-hyper-parameter-search-module">multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.utils.html#multiview-platform-mono-multi-view-classifiers-utils-make-file-config-module">multiview_platform.mono_multi_view_classifiers.utils.make_file_config module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.utils.html#multiview-platform-mono-multi-view-classifiers-utils-multiclass-module">multiview_platform.mono_multi_view_classifiers.utils.multiclass module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.utils.html#multiview-platform-mono-multi-view-classifiers-utils-multiview-result-analysis-module">multiview_platform.mono_multi_view_classifiers.utils.multiview_result_analysis module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.utils.html#multiview-platform-mono-multi-view-classifiers-utils-transformations-module">multiview_platform.mono_multi_view_classifiers.utils.transformations module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.utils.html#module-contents">Module contents</a></li>
</ul>
</li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.html#submodules">Submodules</a></li>
-<li class="toctree-l2"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.html#module-multiview_platform.mono_multi_view_classifiers.exec_classif">multiview_platform.mono_multi_view_classifiers.exec_classif module</a></li>
-<li class="toctree-l2"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.html#module-multiview_platform.mono_multi_view_classifiers.result_analysis">multiview_platform.mono_multi_view_classifiers.result_analysis module</a></li>
-<li class="toctree-l2"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.html#module-multiview_platform.mono_multi_view_classifiers">Module contents</a></li>
+<li class="toctree-l2"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.html#multiview-platform-mono-multi-view-classifiers-exec-classif-module">multiview_platform.mono_multi_view_classifiers.exec_classif module</a></li>
+<li class="toctree-l2"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.html#multiview-platform-mono-multi-view-classifiers-result-analysis-module">multiview_platform.mono_multi_view_classifiers.result_analysis module</a></li>
+<li class="toctree-l2"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.html#module-contents">Module contents</a></li>
</ul>
</li>
<li class="toctree-l1"><a class="reference internal" href="multiview_platform.tests.html">multiview_platform.tests package</a><ul>
<li class="toctree-l2"><a class="reference internal" href="multiview_platform.tests.html#subpackages">Subpackages</a><ul>
<li class="toctree-l3"><a class="reference internal" href="multiview_platform.tests.test_metrics.html">multiview_platform.tests.test_metrics package</a><ul>
<li class="toctree-l4"><a class="reference internal" href="multiview_platform.tests.test_metrics.html#submodules">Submodules</a></li>
-<li class="toctree-l4"><a class="reference internal" href="multiview_platform.tests.test_metrics.html#module-multiview_platform.tests.test_metrics.test_accuracy_score">multiview_platform.tests.test_metrics.test_accuracy_score module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="multiview_platform.tests.test_metrics.html#module-multiview_platform.tests.test_metrics">Module contents</a></li>
+<li class="toctree-l4"><a class="reference internal" href="multiview_platform.tests.test_metrics.html#multiview-platform-tests-test-metrics-test-accuracy-score-module">multiview_platform.tests.test_metrics.test_accuracy_score module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="multiview_platform.tests.test_metrics.html#module-contents">Module contents</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="multiview_platform.tests.test_mono_view.html">multiview_platform.tests.test_mono_view package</a><ul>
<li class="toctree-l4"><a class="reference internal" href="multiview_platform.tests.test_mono_view.html#submodules">Submodules</a></li>
-<li class="toctree-l4"><a class="reference internal" href="multiview_platform.tests.test_mono_view.html#module-multiview_platform.tests.test_mono_view.test_ExecClassifMonoView">multiview_platform.tests.test_mono_view.test_ExecClassifMonoView module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="multiview_platform.tests.test_mono_view.html#module-multiview_platform.tests.test_mono_view.test_MonoviewUtils">multiview_platform.tests.test_mono_view.test_MonoviewUtils module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="multiview_platform.tests.test_mono_view.html#module-multiview_platform.tests.test_mono_view">Module contents</a></li>
+<li class="toctree-l4"><a class="reference internal" href="multiview_platform.tests.test_mono_view.html#multiview-platform-tests-test-mono-view-test-execclassifmonoview-module">multiview_platform.tests.test_mono_view.test_ExecClassifMonoView module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="multiview_platform.tests.test_mono_view.html#multiview-platform-tests-test-mono-view-test-monoviewutils-module">multiview_platform.tests.test_mono_view.test_MonoviewUtils module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="multiview_platform.tests.test_mono_view.html#module-contents">Module contents</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="multiview_platform.tests.test_monoview_classifiers.html">multiview_platform.tests.test_monoview_classifiers package</a><ul>
<li class="toctree-l4"><a class="reference internal" href="multiview_platform.tests.test_monoview_classifiers.html#submodules">Submodules</a></li>
-<li class="toctree-l4"><a class="reference internal" href="multiview_platform.tests.test_monoview_classifiers.html#module-multiview_platform.tests.test_monoview_classifiers.test_adaboost">multiview_platform.tests.test_monoview_classifiers.test_adaboost module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="multiview_platform.tests.test_monoview_classifiers.html#module-multiview_platform.tests.test_monoview_classifiers.test_compatibility">multiview_platform.tests.test_monoview_classifiers.test_compatibility module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="multiview_platform.tests.test_monoview_classifiers.html#module-multiview_platform.tests.test_monoview_classifiers">Module contents</a></li>
+<li class="toctree-l4"><a class="reference internal" href="multiview_platform.tests.test_monoview_classifiers.html#multiview-platform-tests-test-monoview-classifiers-test-adaboost-module">multiview_platform.tests.test_monoview_classifiers.test_adaboost module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="multiview_platform.tests.test_monoview_classifiers.html#multiview-platform-tests-test-monoview-classifiers-test-compatibility-module">multiview_platform.tests.test_monoview_classifiers.test_compatibility module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="multiview_platform.tests.test_monoview_classifiers.html#module-contents">Module contents</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="multiview_platform.tests.test_multiview_classifiers.html">multiview_platform.tests.test_multiview_classifiers package</a><ul>
@@ -225,24 +227,24 @@
</li>
<li class="toctree-l5"><a class="reference internal" href="multiview_platform.tests.test_multiview_classifiers.Test_PseudoCQMeasure.html">multiview_platform.tests.test_multiview_classifiers.Test_PseudoCQMeasure package</a><ul>
<li class="toctree-l6"><a class="reference internal" href="multiview_platform.tests.test_multiview_classifiers.Test_PseudoCQMeasure.html#submodules">Submodules</a></li>
-<li class="toctree-l6"><a class="reference internal" href="multiview_platform.tests.test_multiview_classifiers.Test_PseudoCQMeasure.html#module-multiview_platform.tests.test_multiview_classifiers.Test_PseudoCQMeasure.test_PseudoCQFusionModule">multiview_platform.tests.test_multiview_classifiers.Test_PseudoCQMeasure.test_PseudoCQFusionModule module</a></li>
-<li class="toctree-l6"><a class="reference internal" href="multiview_platform.tests.test_multiview_classifiers.Test_PseudoCQMeasure.html#module-multiview_platform.tests.test_multiview_classifiers.Test_PseudoCQMeasure">Module contents</a></li>
+<li class="toctree-l6"><a class="reference internal" href="multiview_platform.tests.test_multiview_classifiers.Test_PseudoCQMeasure.html#multiview-platform-tests-test-multiview-classifiers-test-pseudocqmeasure-test-pseudocqfusionmodule-module">multiview_platform.tests.test_multiview_classifiers.Test_PseudoCQMeasure.test_PseudoCQFusionModule module</a></li>
+<li class="toctree-l6"><a class="reference internal" href="multiview_platform.tests.test_multiview_classifiers.Test_PseudoCQMeasure.html#module-contents">Module contents</a></li>
</ul>
</li>
</ul>
</li>
<li class="toctree-l4"><a class="reference internal" href="multiview_platform.tests.test_multiview_classifiers.html#submodules">Submodules</a></li>
-<li class="toctree-l4"><a class="reference internal" href="multiview_platform.tests.test_multiview_classifiers.html#module-multiview_platform.tests.test_multiview_classifiers.test_diversity_utils">multiview_platform.tests.test_multiview_classifiers.test_diversity_utils module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="multiview_platform.tests.test_multiview_classifiers.html#module-multiview_platform.tests.test_multiview_classifiers">Module contents</a></li>
+<li class="toctree-l4"><a class="reference internal" href="multiview_platform.tests.test_multiview_classifiers.html#multiview-platform-tests-test-multiview-classifiers-test-diversity-utils-module">multiview_platform.tests.test_multiview_classifiers.test_diversity_utils module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="multiview_platform.tests.test_multiview_classifiers.html#module-contents">Module contents</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="multiview_platform.tests.test_utils.html">multiview_platform.tests.test_utils package</a><ul>
<li class="toctree-l4"><a class="reference internal" href="multiview_platform.tests.test_utils.html#submodules">Submodules</a></li>
-<li class="toctree-l4"><a class="reference internal" href="multiview_platform.tests.test_utils.html#module-multiview_platform.tests.test_utils.test_GetMultiviewDB">multiview_platform.tests.test_utils.test_GetMultiviewDB module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="multiview_platform.tests.test_utils.html#module-multiview_platform.tests.test_utils.test_configuration">multiview_platform.tests.test_utils.test_configuration module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="multiview_platform.tests.test_utils.html#module-multiview_platform.tests.test_utils.test_execution">multiview_platform.tests.test_utils.test_execution module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="multiview_platform.tests.test_utils.html#module-multiview_platform.tests.test_utils.test_multiclass">multiview_platform.tests.test_utils.test_multiclass module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="multiview_platform.tests.test_utils.html#module-multiview_platform.tests.test_utils">Module contents</a></li>
+<li class="toctree-l4"><a class="reference internal" href="multiview_platform.tests.test_utils.html#multiview-platform-tests-test-utils-test-getmultiviewdb-module">multiview_platform.tests.test_utils.test_GetMultiviewDB module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="multiview_platform.tests.test_utils.html#multiview-platform-tests-test-utils-test-configuration-module">multiview_platform.tests.test_utils.test_configuration module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="multiview_platform.tests.test_utils.html#multiview-platform-tests-test-utils-test-execution-module">multiview_platform.tests.test_utils.test_execution module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="multiview_platform.tests.test_utils.html#multiview-platform-tests-test-utils-test-multiclass-module">multiview_platform.tests.test_utils.test_multiclass module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="multiview_platform.tests.test_utils.html#module-contents">Module contents</a></li>
</ul>
</li>
</ul>
@@ -250,7 +252,7 @@
<li class="toctree-l2"><a class="reference internal" href="multiview_platform.tests.html#submodules">Submodules</a></li>
<li class="toctree-l2"><a class="reference internal" href="multiview_platform.tests.html#multiview-platform-tests-test-execclassif-module">multiview_platform.tests.test_ExecClassif module</a></li>
<li class="toctree-l2"><a class="reference internal" href="multiview_platform.tests.html#multiview-platform-tests-test-resultanalysis-module">multiview_platform.tests.test_ResultAnalysis module</a></li>
-<li class="toctree-l2"><a class="reference internal" href="multiview_platform.tests.html#module-multiview_platform.tests">Module contents</a></li>
+<li class="toctree-l2"><a class="reference internal" href="multiview_platform.tests.html#module-contents">Module contents</a></li>
</ul>
</li>
</ul>
@@ -259,30 +261,17 @@
<div class="section" id="submodules">
<h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this headline">¶</a></h2>
</div>
-<div class="section" id="module-multiview_platform.execute">
-<span id="multiview-platform-execute-module"></span><h2>multiview_platform.execute module<a class="headerlink" href="#module-multiview_platform.execute" title="Permalink to this headline">¶</a></h2>
-<p>This is the execution module, used to execute the code</p>
-<dl class="py function">
-<dt id="multiview_platform.execute.execute">
-<code class="sig-name descname">execute</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">config_path</span><span class="o">=</span><span class="default_value">None</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.execute.execute" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
+<div class="section" id="multiview-platform-execute-module">
+<h2>multiview_platform.execute module<a class="headerlink" href="#multiview-platform-execute-module" title="Permalink to this headline">¶</a></h2>
</div>
-<div class="section" id="module-multiview_platform.tests">
-<span id="multiview-platform-tests-module"></span><h2>multiview_platform.tests module<a class="headerlink" href="#module-multiview_platform.tests" title="Permalink to this headline">¶</a></h2>
+<div class="section" id="multiview-platform-tests-module">
+<h2>multiview_platform.tests module<a class="headerlink" href="#multiview-platform-tests-module" title="Permalink to this headline">¶</a></h2>
</div>
-<div class="section" id="module-multiview_platform.versions">
-<span id="multiview-platform-versions-module"></span><h2>multiview_platform.versions module<a class="headerlink" href="#module-multiview_platform.versions" title="Permalink to this headline">¶</a></h2>
-<dl class="py function">
-<dt id="multiview_platform.versions.test_versions">
-<code class="sig-name descname">test_versions</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.versions.test_versions" title="Permalink to this definition">¶</a></dt>
-<dd><p>Used to test if all prerequisites are installed</p>
-</dd></dl>
-
+<div class="section" id="multiview-platform-versions-module">
+<h2>multiview_platform.versions module<a class="headerlink" href="#multiview-platform-versions-module" title="Permalink to this headline">¶</a></h2>
</div>
<div class="section" id="module-multiview_platform">
<span id="module-contents"></span><h2>Module contents<a class="headerlink" href="#module-multiview_platform" title="Permalink to this headline">¶</a></h2>
-<p>This is a test docstring to test stuff</p>
</div>
</div>
@@ -297,9 +286,9 @@
<li><a class="reference internal" href="#">multiview_platform references</a><ul>
<li><a class="reference internal" href="#subpackages">Subpackages</a></li>
<li><a class="reference internal" href="#submodules">Submodules</a></li>
-<li><a class="reference internal" href="#module-multiview_platform.execute">multiview_platform.execute module</a></li>
-<li><a class="reference internal" href="#module-multiview_platform.tests">multiview_platform.tests module</a></li>
-<li><a class="reference internal" href="#module-multiview_platform.versions">multiview_platform.versions module</a></li>
+<li><a class="reference internal" href="#multiview-platform-execute-module">multiview_platform.execute module</a></li>
+<li><a class="reference internal" href="#multiview-platform-tests-module">multiview_platform.tests module</a></li>
+<li><a class="reference internal" href="#multiview-platform-versions-module">multiview_platform.versions module</a></li>
<li><a class="reference internal" href="#module-multiview_platform">Module contents</a></li>
</ul>
</li>
diff --git a/docs/build/references/multiview_platform.mono_multi_view_classifiers.html b/docs/build/references/multiview_platform.mono_multi_view_classifiers.html
index 6c72f5b3..079fedb0 100644
--- a/docs/build/references/multiview_platform.mono_multi_view_classifiers.html
+++ b/docs/build/references/multiview_platform.mono_multi_view_classifiers.html
@@ -1,9 +1,11 @@
-<!DOCTYPE html>
+<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
+ "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
-<html>
+<html xmlns="http://www.w3.org/1999/xhtml">
<head>
- <meta charset="utf-8" />
+ <meta http-equiv="X-UA-Compatible" content="IE=Edge" />
+ <meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<title>multiview_platform.mono_multi_view_classifiers package — SuMMIT 0 documentation</title>
<link rel="stylesheet" href="../_static/classic.css" type="text/css" />
<link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
@@ -57,28 +59,28 @@
<li class="toctree-l4"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion.html#submodules">Submodules</a></li>
<li class="toctree-l4"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion.html#multiview-platform-mono-multi-view-classifiers-multiview-classifiers-difficulty-fusion-analyze-results-module">multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion.analyze_results module</a></li>
<li class="toctree-l4"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion.html#multiview-platform-mono-multi-view-classifiers-multiview-classifiers-difficulty-fusion-difficulty-fusion-module">multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion.difficulty_fusion module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion.html#module-multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion">Module contents</a></li>
+<li class="toctree-l4"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion.html#module-contents">Module contents</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion.html">multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion package</a><ul>
<li class="toctree-l4"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion.html#submodules">Submodules</a></li>
<li class="toctree-l4"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion.html#multiview-platform-mono-multi-view-classifiers-multiview-classifiers-disagree-fusion-analyze-results-module">multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion.analyze_results module</a></li>
<li class="toctree-l4"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion.html#multiview-platform-mono-multi-view-classifiers-multiview-classifiers-disagree-fusion-disagree-fusion-module">multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion.disagree_fusion module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion.html#module-multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion">Module contents</a></li>
+<li class="toctree-l4"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion.html#module-contents">Module contents</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion.html">multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion package</a><ul>
<li class="toctree-l4"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion.html#submodules">Submodules</a></li>
<li class="toctree-l4"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion.html#multiview-platform-mono-multi-view-classifiers-multiview-classifiers-double-fault-fusion-analyze-results-module">multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion.analyze_results module</a></li>
<li class="toctree-l4"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion.html#multiview-platform-mono-multi-view-classifiers-multiview-classifiers-double-fault-fusion-double-fault-fusion-module">multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion.double_fault_fusion module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion.html#module-multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion">Module contents</a></li>
+<li class="toctree-l4"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion.html#module-contents">Module contents</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion.html">multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion package</a><ul>
<li class="toctree-l4"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion.html#submodules">Submodules</a></li>
<li class="toctree-l4"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion.html#multiview-platform-mono-multi-view-classifiers-multiview-classifiers-entropy-fusion-analyze-results-module">multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion.analyze_results module</a></li>
<li class="toctree-l4"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion.html#multiview-platform-mono-multi-view-classifiers-multiview-classifiers-entropy-fusion-entropy-fusion-module">multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion.entropy_fusion module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion.html#module-multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion">Module contents</a></li>
+<li class="toctree-l4"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion.html#module-contents">Module contents</a></li>
</ul>
</li>
<li class="toctree-l3"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fat_late_fusion.html">multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fat_late_fusion package</a><ul>
@@ -140,21 +142,21 @@
</li>
</ul>
</li>
-<li class="toctree-l2"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.html#module-multiview_platform.mono_multi_view_classifiers.multiview_classifiers">Module contents</a></li>
+<li class="toctree-l2"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.html#module-contents">Module contents</a></li>
</ul>
</li>
<li class="toctree-l1"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.utils.html">multiview_platform.mono_multi_view_classifiers.utils package</a><ul>
<li class="toctree-l2"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.utils.html#submodules">Submodules</a></li>
-<li class="toctree-l2"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.utils.html#module-multiview_platform.mono_multi_view_classifiers.utils.configuration">multiview_platform.mono_multi_view_classifiers.utils.configuration module</a></li>
-<li class="toctree-l2"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.utils.html#module-multiview_platform.mono_multi_view_classifiers.utils.dataset">multiview_platform.mono_multi_view_classifiers.utils.dataset module</a></li>
-<li class="toctree-l2"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.utils.html#module-multiview_platform.mono_multi_view_classifiers.utils.execution">multiview_platform.mono_multi_view_classifiers.utils.execution module</a></li>
-<li class="toctree-l2"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.utils.html#module-multiview_platform.mono_multi_view_classifiers.utils.get_multiview_db">multiview_platform.mono_multi_view_classifiers.utils.get_multiview_db module</a></li>
-<li class="toctree-l2"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.utils.html#module-multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search">multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search module</a></li>
-<li class="toctree-l2"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.utils.html#module-multiview_platform.mono_multi_view_classifiers.utils.make_file_config">multiview_platform.mono_multi_view_classifiers.utils.make_file_config module</a></li>
-<li class="toctree-l2"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.utils.html#module-multiview_platform.mono_multi_view_classifiers.utils.multiclass">multiview_platform.mono_multi_view_classifiers.utils.multiclass module</a></li>
-<li class="toctree-l2"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.utils.html#module-multiview_platform.mono_multi_view_classifiers.utils.multiview_result_analysis">multiview_platform.mono_multi_view_classifiers.utils.multiview_result_analysis module</a></li>
-<li class="toctree-l2"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.utils.html#module-multiview_platform.mono_multi_view_classifiers.utils.transformations">multiview_platform.mono_multi_view_classifiers.utils.transformations module</a></li>
-<li class="toctree-l2"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.utils.html#module-multiview_platform.mono_multi_view_classifiers.utils">Module contents</a></li>
+<li class="toctree-l2"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.utils.html#multiview-platform-mono-multi-view-classifiers-utils-configuration-module">multiview_platform.mono_multi_view_classifiers.utils.configuration module</a></li>
+<li class="toctree-l2"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.utils.html#multiview-platform-mono-multi-view-classifiers-utils-dataset-module">multiview_platform.mono_multi_view_classifiers.utils.dataset module</a></li>
+<li class="toctree-l2"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.utils.html#multiview-platform-mono-multi-view-classifiers-utils-execution-module">multiview_platform.mono_multi_view_classifiers.utils.execution module</a></li>
+<li class="toctree-l2"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.utils.html#multiview-platform-mono-multi-view-classifiers-utils-get-multiview-db-module">multiview_platform.mono_multi_view_classifiers.utils.get_multiview_db module</a></li>
+<li class="toctree-l2"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.utils.html#multiview-platform-mono-multi-view-classifiers-utils-hyper-parameter-search-module">multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search module</a></li>
+<li class="toctree-l2"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.utils.html#multiview-platform-mono-multi-view-classifiers-utils-make-file-config-module">multiview_platform.mono_multi_view_classifiers.utils.make_file_config module</a></li>
+<li class="toctree-l2"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.utils.html#multiview-platform-mono-multi-view-classifiers-utils-multiclass-module">multiview_platform.mono_multi_view_classifiers.utils.multiclass module</a></li>
+<li class="toctree-l2"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.utils.html#multiview-platform-mono-multi-view-classifiers-utils-multiview-result-analysis-module">multiview_platform.mono_multi_view_classifiers.utils.multiview_result_analysis module</a></li>
+<li class="toctree-l2"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.utils.html#multiview-platform-mono-multi-view-classifiers-utils-transformations-module">multiview_platform.mono_multi_view_classifiers.utils.transformations module</a></li>
+<li class="toctree-l2"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.utils.html#module-contents">Module contents</a></li>
</ul>
</li>
</ul>
@@ -163,257 +165,14 @@
<div class="section" id="submodules">
<h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this headline">¶</a></h2>
</div>
-<div class="section" id="module-multiview_platform.mono_multi_view_classifiers.exec_classif">
-<span id="multiview-platform-mono-multi-view-classifiers-exec-classif-module"></span><h2>multiview_platform.mono_multi_view_classifiers.exec_classif module<a class="headerlink" href="#module-multiview_platform.mono_multi_view_classifiers.exec_classif" title="Permalink to this headline">¶</a></h2>
-<dl class="py function">
-<dt id="multiview_platform.mono_multi_view_classifiers.exec_classif.arange_metrics">
-<code class="sig-name descname">arange_metrics</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">metrics</span></em>, <em class="sig-param"><span class="n">metric_princ</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.exec_classif.arange_metrics" title="Permalink to this definition">¶</a></dt>
-<dd><p>Used to get the metrics list in the right order so that
-the first one is the principal metric specified in args</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters</dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><strong>metrics</strong> (<em>dict</em>) – The metrics that will be used in the benchmark</p></li>
-<li><p><strong>metric_princ</strong> (<em>str</em>) – The name of the metric that need to be used for the hyper-parameter
-optimization process</p></li>
-</ul>
-</dd>
-<dt class="field-even">Returns</dt>
-<dd class="field-even"><p><strong>metrics</strong> – The metrics list, but arranged so the first one is the principal one.</p>
-</dd>
-<dt class="field-odd">Return type</dt>
-<dd class="field-odd"><p>list of lists</p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py function">
-<dt id="multiview_platform.mono_multi_view_classifiers.exec_classif.benchmark_init">
-<code class="sig-name descname">benchmark_init</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">directory</span></em>, <em class="sig-param"><span class="n">classification_indices</span></em>, <em class="sig-param"><span class="n">labels</span></em>, <em class="sig-param"><span class="n">labels_dictionary</span></em>, <em class="sig-param"><span class="n">k_folds</span></em>, <em class="sig-param"><span class="n">dataset_var</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.exec_classif.benchmark_init" title="Permalink to this definition">¶</a></dt>
-<dd><p>Initializes the benchmark, by saving the indices of the train
-examples and the cross validation folds.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters</dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><strong>directory</strong> (<em>str</em>) – The benchmark’s result directory</p></li>
-<li><p><strong>classification_indices</strong> (<em>numpy array</em>) – The indices of the examples, splitted for the train/test split</p></li>
-<li><p><strong>labels</strong> (<em>numpy array</em>) – The labels of the dataset</p></li>
-<li><p><strong>labels_dictionary</strong> (<em>dict</em>) – The dictionary with labels as keys and their names as values</p></li>
-<li><p><strong>k_folds</strong> (<em>sklearn.model_selection.Folds object</em>) – The folds for the cross validation process</p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py function">
-<dt id="multiview_platform.mono_multi_view_classifiers.exec_classif.exec_benchmark">
-<code class="sig-name descname">exec_benchmark</code><span class="sig-paren">(</span><em class="sig-param">nb_cores</em>, <em class="sig-param">stats_iter</em>, <em class="sig-param">benchmark_arguments_dictionaries</em>, <em class="sig-param">directory</em>, <em class="sig-param">metrics</em>, <em class="sig-param">dataset_var</em>, <em class="sig-param">track_tracebacks</em>, <em class="sig-param">exec_one_benchmark_mono_core=<function exec_one_benchmark_mono_core></em>, <em class="sig-param">analyze=<function analyze></em>, <em class="sig-param">delete=<function delete_HDF5></em>, <em class="sig-param">analyze_iterations=<function analyze_iterations></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.exec_classif.exec_benchmark" title="Permalink to this definition">¶</a></dt>
-<dd><p>Used to execute the needed benchmark(s) on multicore or mono-core functions.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters</dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><strong>nb_cores</strong> (<em>int</em>) – Number of threads that the benchmarks can use.</p></li>
-<li><p><strong>stats_iter</strong> (<em>int</em>) – Number of statistical iterations that have to be done.</p></li>
-<li><p><strong>benchmark_arguments_dictionaries</strong> (<em>list of dictionaries</em>) – All the needed arguments for the benchmarks.</p></li>
-<li><p><strong>classification_indices</strong> (<em>list of lists of numpy.ndarray</em>) – For each statistical iteration a couple of numpy.ndarrays is stored with the indices for the training set and
-the ones of the testing set.</p></li>
-<li><p><strong>directories</strong> (<em>list of strings</em>) – List of the paths to the result directories for each statistical iteration.</p></li>
-<li><p><strong>directory</strong> (<em>string</em>) – Path to the main results directory.</p></li>
-<li><p><strong>multi_class_labels</strong> (<em>ist of lists of numpy.ndarray</em>) – For each label couple, for each statistical iteration a triplet of numpy.ndarrays is stored with the
-indices for the biclass training set, the ones for the biclass testing set and the ones for the
-multiclass testing set.</p></li>
-<li><p><strong>metrics</strong> (<em>list of lists</em>) – metrics that will be used to evaluate the algorithms performance.</p></li>
-<li><p><strong>labels_dictionary</strong> (<em>dictionary</em>) – Dictionary mapping labels indices to labels names.</p></li>
-<li><p><strong>nb_labels</strong> (<em>int</em>) – Total number of different labels in the dataset.</p></li>
-<li><p><strong>dataset_var</strong> (<em>HDF5 dataset file</em>) – The full dataset that wil be used by the benchmark.</p></li>
-<li><p><strong>classifiers_names</strong> (<em>list of strings</em>) – List of the benchmarks’s monoview classifiers names.</p></li>
-<li><p><strong>rest_of_the_args</strong> – Just used for testing purposes</p></li>
-</ul>
-</dd>
-<dt class="field-even">Returns</dt>
-<dd class="field-even"><p><strong>results</strong> – The results of the benchmark.</p>
-</dd>
-<dt class="field-odd">Return type</dt>
-<dd class="field-odd"><p>list of lists</p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py function">
-<dt id="multiview_platform.mono_multi_view_classifiers.exec_classif.exec_classif">
-<code class="sig-name descname">exec_classif</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">arguments</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.exec_classif.exec_classif" title="Permalink to this definition">¶</a></dt>
-<dd><p>Runs the benchmark with the given arguments</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters</dt>
-<dd class="field-odd"><p><strong>arguments</strong> – </p>
-</dd>
-<dt class="field-even">Returns</dt>
-<dd class="field-even"><p><ul class="simple">
-<li><p><em>>>> exec_classif([–config_path, /path/to/config/files/])</em></p></li>
-<li><p><em>>>></em></p></li>
-</ul>
-</p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py function">
-<dt id="multiview_platform.mono_multi_view_classifiers.exec_classif.exec_one_benchmark_mono_core">
-<code class="sig-name descname">exec_one_benchmark_mono_core</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">dataset_var</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">labels_dictionary</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">directory</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">classification_indices</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">args</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">k_folds</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">random_state</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">hyper_param_search</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">metrics</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">argument_dictionaries</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">benchmark</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">views</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">views_indices</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">flag</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">labels</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">track_tracebacks</span><span class="o">=</span><span class="default_value">False</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.exec_classif.exec_one_benchmark_mono_core" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py function">
-<dt id="multiview_platform.mono_multi_view_classifiers.exec_classif.extract_dict">
-<code class="sig-name descname">extract_dict</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">classifier_config</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.exec_classif.extract_dict" title="Permalink to this definition">¶</a></dt>
-<dd><p>Reverse function of get_path_dict</p>
-</dd></dl>
-
-<dl class="py function">
-<dt id="multiview_platform.mono_multi_view_classifiers.exec_classif.gen_single_monoview_arg_dictionary">
-<code class="sig-name descname">gen_single_monoview_arg_dictionary</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">classifier_name</span></em>, <em class="sig-param"><span class="n">arguments</span></em>, <em class="sig-param"><span class="n">nb_class</span></em>, <em class="sig-param"><span class="n">view_index</span></em>, <em class="sig-param"><span class="n">view_name</span></em>, <em class="sig-param"><span class="n">hps_kwargs</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.exec_classif.gen_single_monoview_arg_dictionary" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py function">
-<dt id="multiview_platform.mono_multi_view_classifiers.exec_classif.gen_single_multiview_arg_dictionary">
-<code class="sig-name descname">gen_single_multiview_arg_dictionary</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">classifier_name</span></em>, <em class="sig-param"><span class="n">arguments</span></em>, <em class="sig-param"><span class="n">nb_class</span></em>, <em class="sig-param"><span class="n">hps_kwargs</span></em>, <em class="sig-param"><span class="n">views_dictionary</span><span class="o">=</span><span class="default_value">None</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.exec_classif.gen_single_multiview_arg_dictionary" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py function">
-<dt id="multiview_platform.mono_multi_view_classifiers.exec_classif.get_path_dict">
-<code class="sig-name descname">get_path_dict</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">multiview_classifier_args</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.exec_classif.get_path_dict" title="Permalink to this definition">¶</a></dt>
-<dd><p>This function is used to generate a dictionary with each key being
-the path to the value.
-If given {“key1”:{“key1_1”:value1}, “key2”:value2}, it will return
-{“key1.key1_1”:value1, “key2”:value2}</p>
-</dd></dl>
-
-<dl class="py function">
-<dt id="multiview_platform.mono_multi_view_classifiers.exec_classif.init_argument_dictionaries">
-<code class="sig-name descname">init_argument_dictionaries</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">benchmark</span></em>, <em class="sig-param"><span class="n">views_dictionary</span></em>, <em class="sig-param"><span class="n">nb_class</span></em>, <em class="sig-param"><span class="n">init_kwargs</span></em>, <em class="sig-param"><span class="n">hps_method</span></em>, <em class="sig-param"><span class="n">hps_kwargs</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.exec_classif.init_argument_dictionaries" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py function">
-<dt id="multiview_platform.mono_multi_view_classifiers.exec_classif.init_benchmark">
-<code class="sig-name descname">init_benchmark</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">cl_type</span></em>, <em class="sig-param"><span class="n">monoview_algos</span></em>, <em class="sig-param"><span class="n">multiview_algos</span></em>, <em class="sig-param"><span class="n">args</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.exec_classif.init_benchmark" title="Permalink to this definition">¶</a></dt>
-<dd><p>Used to create a list of all the algorithm packages names used for the benchmark.</p>
-<p>First this function will check if the benchmark need mono- or/and multiview
-algorithms and adds to the right
-dictionary the asked algorithms. If none is asked by the user, all will be added.</p>
-<p>If the keyword <cite>“Benchmark”</cite> is used, all mono- and multiview algorithms will be added.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters</dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><strong>cl_type</strong> (<em>List of string</em>) – List of types of needed benchmark</p></li>
-<li><p><strong>multiview_algos</strong> (<em>List of strings</em>) – List of multiview algorithms needed for the benchmark</p></li>
-<li><p><strong>monoview_algos</strong> (<em>Listof strings</em>) – List of monoview algorithms needed for the benchmark</p></li>
-<li><p><strong>args</strong> (<em>ParsedArgumentParser args</em>) – All the input args (used to tune the algorithms)</p></li>
-</ul>
-</dd>
-<dt class="field-even">Returns</dt>
-<dd class="field-even"><p><strong>benchmark</strong> – Dictionary resuming which mono- and multiview algorithms which will be used in the benchmark.</p>
-</dd>
-<dt class="field-odd">Return type</dt>
-<dd class="field-odd"><p>Dictionary of dictionaries</p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py function">
-<dt id="multiview_platform.mono_multi_view_classifiers.exec_classif.init_kwargs">
-<code class="sig-name descname">init_kwargs</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">args</span></em>, <em class="sig-param"><span class="n">classifiers_names</span></em>, <em class="sig-param"><span class="n">framework</span><span class="o">=</span><span class="default_value">'monoview'</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.exec_classif.init_kwargs" title="Permalink to this definition">¶</a></dt>
-<dd><p>Used to init kwargs thanks to a function in each monoview classifier package.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters</dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><strong>args</strong> (<em>parsed args objects</em>) – All the args passed by the user.</p></li>
-<li><p><strong>classifiers_names</strong> (<em>list of strings</em>) – List of the benchmarks’s monoview classifiers names.</p></li>
-</ul>
-</dd>
-<dt class="field-even">Returns</dt>
-<dd class="field-even"><p><p><strong>kwargs</strong> – Dictionary resuming all the specific arguments for the benchmark, one dictionary for each classifier.</p>
-<p>For example, for Adaboost, the KWARGS will be <cite>{“n_estimators”:<value>, “base_estimator”:<value>}</cite></p>
-</p>
-</dd>
-<dt class="field-odd">Return type</dt>
-<dd class="field-odd"><p>Dictionary</p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py function">
-<dt id="multiview_platform.mono_multi_view_classifiers.exec_classif.init_kwargs_func">
-<code class="sig-name descname">init_kwargs_func</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">args</span></em>, <em class="sig-param"><span class="n">benchmark</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.exec_classif.init_kwargs_func" title="Permalink to this definition">¶</a></dt>
-<dd><p>Dispached the kwargs initialization to monoview and multiview and creates
-the kwargs variable</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters</dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><strong>args</strong> (<em>parsed args objects</em>) – All the args passed by the user.</p></li>
-<li><p><strong>benchmark</strong> (<em>dict</em>) – The name of the mono- and mutli-view classifiers to run in the benchmark</p></li>
-</ul>
-</dd>
-<dt class="field-even">Returns</dt>
-<dd class="field-even"><p><strong>kwargs</strong> – The arguments for each mono- and multiview algorithms</p>
-</dd>
-<dt class="field-odd">Return type</dt>
-<dd class="field-odd"><p>dict</p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py function">
-<dt id="multiview_platform.mono_multi_view_classifiers.exec_classif.init_monoview_exps">
-<code class="sig-name descname">init_monoview_exps</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">classifier_names</span></em>, <em class="sig-param"><span class="n">views_dictionary</span></em>, <em class="sig-param"><span class="n">nb_class</span></em>, <em class="sig-param"><span class="n">kwargs_init</span></em>, <em class="sig-param"><span class="n">hps_method</span></em>, <em class="sig-param"><span class="n">hps_kwargs</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.exec_classif.init_monoview_exps" title="Permalink to this definition">¶</a></dt>
-<dd><p>Used to add each monoview exeperience args to the list of monoview experiences args.</p>
-<p>First this function will check if the benchmark need mono- or/and multiview algorithms and adds to the right
-dictionary the asked algorithms. If none is asked by the user, all will be added.</p>
-<p>If the keyword <cite>“Benchmark”</cite> is used, all mono- and multiview algorithms will be added.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters</dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><strong>classifier_names</strong> (<em>dictionary</em>) – All types of monoview and multiview experiments that have to be benchmarked</p></li>
-<li><p><strong>argument_dictionaries</strong> (<em>dictionary</em>) – Maps monoview and multiview experiments arguments.</p></li>
-<li><p><strong>views_dictionary</strong> (<em>dictionary</em>) – Maps the view names to their index in the HDF5 dataset</p></li>
-<li><p><strong>nb_class</strong> (<em>integer</em>) – Number of different labels in the classification</p></li>
-</ul>
-</dd>
-<dt class="field-even">Returns</dt>
-<dd class="field-even"><p><strong>benchmark</strong> – Dictionary resuming which mono- and multiview algorithms which will be used in the benchmark.</p>
-</dd>
-<dt class="field-odd">Return type</dt>
-<dd class="field-odd"><p>Dictionary of dictionaries</p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py function">
-<dt id="multiview_platform.mono_multi_view_classifiers.exec_classif.init_multiview_exps">
-<code class="sig-name descname">init_multiview_exps</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">classifier_names</span></em>, <em class="sig-param"><span class="n">views_dictionary</span></em>, <em class="sig-param"><span class="n">nb_class</span></em>, <em class="sig-param"><span class="n">kwargs_init</span></em>, <em class="sig-param"><span class="n">hps_method</span></em>, <em class="sig-param"><span class="n">hps_kwargs</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.exec_classif.init_multiview_exps" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py function">
-<dt id="multiview_platform.mono_multi_view_classifiers.exec_classif.is_dict_in">
-<code class="sig-name descname">is_dict_in</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">dictionary</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.exec_classif.is_dict_in" title="Permalink to this definition">¶</a></dt>
-<dd><p>Returns True if any of the dictionary value is a dictionary itself.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters</dt>
-<dd class="field-odd"><p><strong>dictionary</strong> – </p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py function">
-<dt id="multiview_platform.mono_multi_view_classifiers.exec_classif.set_element">
-<code class="sig-name descname">set_element</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">dictionary</span></em>, <em class="sig-param"><span class="n">path</span></em>, <em class="sig-param"><span class="n">value</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.exec_classif.set_element" title="Permalink to this definition">¶</a></dt>
-<dd><p>Set value in dictionary at the location indicated by path</p>
-</dd></dl>
-
+<div class="section" id="multiview-platform-mono-multi-view-classifiers-exec-classif-module">
+<h2>multiview_platform.mono_multi_view_classifiers.exec_classif module<a class="headerlink" href="#multiview-platform-mono-multi-view-classifiers-exec-classif-module" title="Permalink to this headline">¶</a></h2>
</div>
-<div class="section" id="module-multiview_platform.mono_multi_view_classifiers.result_analysis">
-<span id="multiview-platform-mono-multi-view-classifiers-result-analysis-module"></span><h2>multiview_platform.mono_multi_view_classifiers.result_analysis module<a class="headerlink" href="#module-multiview_platform.mono_multi_view_classifiers.result_analysis" title="Permalink to this headline">¶</a></h2>
+<div class="section" id="multiview-platform-mono-multi-view-classifiers-result-analysis-module">
+<h2>multiview_platform.mono_multi_view_classifiers.result_analysis module<a class="headerlink" href="#multiview-platform-mono-multi-view-classifiers-result-analysis-module" title="Permalink to this headline">¶</a></h2>
</div>
-<div class="section" id="module-multiview_platform.mono_multi_view_classifiers">
-<span id="module-contents"></span><h2>Module contents<a class="headerlink" href="#module-multiview_platform.mono_multi_view_classifiers" title="Permalink to this headline">¶</a></h2>
+<div class="section" id="module-contents">
+<h2>Module contents<a class="headerlink" href="#module-contents" title="Permalink to this headline">¶</a></h2>
</div>
</div>
@@ -428,9 +187,9 @@ dictionary the asked algorithms. If none is asked by the user, all will be added
<li><a class="reference internal" href="#">multiview_platform.mono_multi_view_classifiers package</a><ul>
<li><a class="reference internal" href="#subpackages">Subpackages</a></li>
<li><a class="reference internal" href="#submodules">Submodules</a></li>
-<li><a class="reference internal" href="#module-multiview_platform.mono_multi_view_classifiers.exec_classif">multiview_platform.mono_multi_view_classifiers.exec_classif module</a></li>
-<li><a class="reference internal" href="#module-multiview_platform.mono_multi_view_classifiers.result_analysis">multiview_platform.mono_multi_view_classifiers.result_analysis module</a></li>
-<li><a class="reference internal" href="#module-multiview_platform.mono_multi_view_classifiers">Module contents</a></li>
+<li><a class="reference internal" href="#multiview-platform-mono-multi-view-classifiers-exec-classif-module">multiview_platform.mono_multi_view_classifiers.exec_classif module</a></li>
+<li><a class="reference internal" href="#multiview-platform-mono-multi-view-classifiers-result-analysis-module">multiview_platform.mono_multi_view_classifiers.result_analysis module</a></li>
+<li><a class="reference internal" href="#module-contents">Module contents</a></li>
</ul>
</li>
</ul>
diff --git a/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion.html b/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion.html
index a712ec5f..8713b261 100644
--- a/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion.html
+++ b/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion.html
@@ -1,9 +1,11 @@
-<!DOCTYPE html>
+<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
+ "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
-<html>
+<html xmlns="http://www.w3.org/1999/xhtml">
<head>
- <meta charset="utf-8" />
+ <meta http-equiv="X-UA-Compatible" content="IE=Edge" />
+ <meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<title>multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion package — SuMMIT 0 documentation</title>
<link rel="stylesheet" href="../_static/classic.css" type="text/css" />
<link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
@@ -58,19 +60,8 @@
<div class="section" id="multiview-platform-mono-multi-view-classifiers-multiview-classifiers-difficulty-fusion-difficulty-fusion-module">
<h2>multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion.difficulty_fusion module<a class="headerlink" href="#multiview-platform-mono-multi-view-classifiers-multiview-classifiers-difficulty-fusion-difficulty-fusion-module" title="Permalink to this headline">¶</a></h2>
</div>
-<div class="section" id="module-multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion">
-<span id="module-contents"></span><h2>Module contents<a class="headerlink" href="#module-multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion" title="Permalink to this headline">¶</a></h2>
-<dl class="py class">
-<dt id="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion.DifficultyFusion">
-<em class="property">class </em><code class="sig-name descname">DifficultyFusion</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">random_state</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">classifier_names</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">monoview_estimators</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">classifier_configs</span><span class="o">=</span><span class="default_value">None</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion.DifficultyFusion" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">multiview_platform.mono_multi_view_classifiers.multiview_classifiers.additions.diversity_utils.GlobalDiversityFusionClassifier</span></code></p>
-<dl class="py method">
-<dt id="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion.DifficultyFusion.diversity_measure">
-<code class="sig-name descname">diversity_measure</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">classifiers_decisions</span></em>, <em class="sig-param"><span class="n">combination</span></em>, <em class="sig-param"><span class="n">y</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion.DifficultyFusion.diversity_measure" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-</dd></dl>
-
+<div class="section" id="module-contents">
+<h2>Module contents<a class="headerlink" href="#module-contents" title="Permalink to this headline">¶</a></h2>
</div>
</div>
@@ -86,7 +77,7 @@
<li><a class="reference internal" href="#submodules">Submodules</a></li>
<li><a class="reference internal" href="#multiview-platform-mono-multi-view-classifiers-multiview-classifiers-difficulty-fusion-analyze-results-module">multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion.analyze_results module</a></li>
<li><a class="reference internal" href="#multiview-platform-mono-multi-view-classifiers-multiview-classifiers-difficulty-fusion-difficulty-fusion-module">multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion.difficulty_fusion module</a></li>
-<li><a class="reference internal" href="#module-multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion">Module contents</a></li>
+<li><a class="reference internal" href="#module-contents">Module contents</a></li>
</ul>
</li>
</ul>
diff --git a/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion.html b/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion.html
index 9c3d2ab2..5e97ff34 100644
--- a/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion.html
+++ b/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion.html
@@ -1,9 +1,11 @@
-<!DOCTYPE html>
+<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
+ "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
-<html>
+<html xmlns="http://www.w3.org/1999/xhtml">
<head>
- <meta charset="utf-8" />
+ <meta http-equiv="X-UA-Compatible" content="IE=Edge" />
+ <meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<title>multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion package — SuMMIT 0 documentation</title>
<link rel="stylesheet" href="../_static/classic.css" type="text/css" />
<link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
@@ -58,19 +60,8 @@
<div class="section" id="multiview-platform-mono-multi-view-classifiers-multiview-classifiers-disagree-fusion-disagree-fusion-module">
<h2>multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion.disagree_fusion module<a class="headerlink" href="#multiview-platform-mono-multi-view-classifiers-multiview-classifiers-disagree-fusion-disagree-fusion-module" title="Permalink to this headline">¶</a></h2>
</div>
-<div class="section" id="module-multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion">
-<span id="module-contents"></span><h2>Module contents<a class="headerlink" href="#module-multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion" title="Permalink to this headline">¶</a></h2>
-<dl class="py class">
-<dt id="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion.DisagreeFusion">
-<em class="property">class </em><code class="sig-name descname">DisagreeFusion</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">random_state</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">classifier_names</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">monoview_estimators</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">classifier_configs</span><span class="o">=</span><span class="default_value">None</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion.DisagreeFusion" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">multiview_platform.mono_multi_view_classifiers.multiview_classifiers.additions.diversity_utils.CoupleDiversityFusionClassifier</span></code></p>
-<dl class="py method">
-<dt id="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion.DisagreeFusion.diversity_measure">
-<code class="sig-name descname">diversity_measure</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">first_classifier_decision</span></em>, <em class="sig-param"><span class="n">second_classifier_decision</span></em>, <em class="sig-param"><span class="n">_</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion.DisagreeFusion.diversity_measure" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-</dd></dl>
-
+<div class="section" id="module-contents">
+<h2>Module contents<a class="headerlink" href="#module-contents" title="Permalink to this headline">¶</a></h2>
</div>
</div>
@@ -86,7 +77,7 @@
<li><a class="reference internal" href="#submodules">Submodules</a></li>
<li><a class="reference internal" href="#multiview-platform-mono-multi-view-classifiers-multiview-classifiers-disagree-fusion-analyze-results-module">multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion.analyze_results module</a></li>
<li><a class="reference internal" href="#multiview-platform-mono-multi-view-classifiers-multiview-classifiers-disagree-fusion-disagree-fusion-module">multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion.disagree_fusion module</a></li>
-<li><a class="reference internal" href="#module-multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion">Module contents</a></li>
+<li><a class="reference internal" href="#module-contents">Module contents</a></li>
</ul>
</li>
</ul>
diff --git a/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion.html b/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion.html
index a533b383..e14428ed 100644
--- a/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion.html
+++ b/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion.html
@@ -1,9 +1,11 @@
-<!DOCTYPE html>
+<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
+ "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
-<html>
+<html xmlns="http://www.w3.org/1999/xhtml">
<head>
- <meta charset="utf-8" />
+ <meta http-equiv="X-UA-Compatible" content="IE=Edge" />
+ <meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<title>multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion package — SuMMIT 0 documentation</title>
<link rel="stylesheet" href="../_static/classic.css" type="text/css" />
<link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
@@ -58,19 +60,8 @@
<div class="section" id="multiview-platform-mono-multi-view-classifiers-multiview-classifiers-double-fault-fusion-double-fault-fusion-module">
<h2>multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion.double_fault_fusion module<a class="headerlink" href="#multiview-platform-mono-multi-view-classifiers-multiview-classifiers-double-fault-fusion-double-fault-fusion-module" title="Permalink to this headline">¶</a></h2>
</div>
-<div class="section" id="module-multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion">
-<span id="module-contents"></span><h2>Module contents<a class="headerlink" href="#module-multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion" title="Permalink to this headline">¶</a></h2>
-<dl class="py class">
-<dt id="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion.DoubleFaultFusion">
-<em class="property">class </em><code class="sig-name descname">DoubleFaultFusion</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">random_state</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">classifier_names</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">monoview_estimators</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">classifier_configs</span><span class="o">=</span><span class="default_value">None</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion.DoubleFaultFusion" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">multiview_platform.mono_multi_view_classifiers.multiview_classifiers.additions.diversity_utils.CoupleDiversityFusionClassifier</span></code></p>
-<dl class="py method">
-<dt id="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion.DoubleFaultFusion.diversity_measure">
-<code class="sig-name descname">diversity_measure</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">first_classifier_decision</span></em>, <em class="sig-param"><span class="n">second_classifier_decision</span></em>, <em class="sig-param"><span class="n">y</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion.DoubleFaultFusion.diversity_measure" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-</dd></dl>
-
+<div class="section" id="module-contents">
+<h2>Module contents<a class="headerlink" href="#module-contents" title="Permalink to this headline">¶</a></h2>
</div>
</div>
@@ -86,7 +77,7 @@
<li><a class="reference internal" href="#submodules">Submodules</a></li>
<li><a class="reference internal" href="#multiview-platform-mono-multi-view-classifiers-multiview-classifiers-double-fault-fusion-analyze-results-module">multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion.analyze_results module</a></li>
<li><a class="reference internal" href="#multiview-platform-mono-multi-view-classifiers-multiview-classifiers-double-fault-fusion-double-fault-fusion-module">multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion.double_fault_fusion module</a></li>
-<li><a class="reference internal" href="#module-multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion">Module contents</a></li>
+<li><a class="reference internal" href="#module-contents">Module contents</a></li>
</ul>
</li>
</ul>
diff --git a/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion.html b/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion.html
index 287a22d3..250f427e 100644
--- a/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion.html
+++ b/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion.html
@@ -1,9 +1,11 @@
-<!DOCTYPE html>
+<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
+ "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
-<html>
+<html xmlns="http://www.w3.org/1999/xhtml">
<head>
- <meta charset="utf-8" />
+ <meta http-equiv="X-UA-Compatible" content="IE=Edge" />
+ <meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<title>multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion package — SuMMIT 0 documentation</title>
<link rel="stylesheet" href="../_static/classic.css" type="text/css" />
<link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
@@ -58,19 +60,8 @@
<div class="section" id="multiview-platform-mono-multi-view-classifiers-multiview-classifiers-entropy-fusion-entropy-fusion-module">
<h2>multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion.entropy_fusion module<a class="headerlink" href="#multiview-platform-mono-multi-view-classifiers-multiview-classifiers-entropy-fusion-entropy-fusion-module" title="Permalink to this headline">¶</a></h2>
</div>
-<div class="section" id="module-multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion">
-<span id="module-contents"></span><h2>Module contents<a class="headerlink" href="#module-multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion" title="Permalink to this headline">¶</a></h2>
-<dl class="py class">
-<dt id="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion.EntropyFusion">
-<em class="property">class </em><code class="sig-name descname">EntropyFusion</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">random_state</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">classifier_names</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">monoview_estimators</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">classifier_configs</span><span class="o">=</span><span class="default_value">None</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion.EntropyFusion" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">multiview_platform.mono_multi_view_classifiers.multiview_classifiers.additions.diversity_utils.GlobalDiversityFusionClassifier</span></code></p>
-<dl class="py method">
-<dt id="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion.EntropyFusion.diversity_measure">
-<code class="sig-name descname">diversity_measure</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">classifiers_decisions</span></em>, <em class="sig-param"><span class="n">combination</span></em>, <em class="sig-param"><span class="n">y</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion.EntropyFusion.diversity_measure" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-</dd></dl>
-
+<div class="section" id="module-contents">
+<h2>Module contents<a class="headerlink" href="#module-contents" title="Permalink to this headline">¶</a></h2>
</div>
</div>
@@ -86,7 +77,7 @@
<li><a class="reference internal" href="#submodules">Submodules</a></li>
<li><a class="reference internal" href="#multiview-platform-mono-multi-view-classifiers-multiview-classifiers-entropy-fusion-analyze-results-module">multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion.analyze_results module</a></li>
<li><a class="reference internal" href="#multiview-platform-mono-multi-view-classifiers-multiview-classifiers-entropy-fusion-entropy-fusion-module">multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion.entropy_fusion module</a></li>
-<li><a class="reference internal" href="#module-multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion">Module contents</a></li>
+<li><a class="reference internal" href="#module-contents">Module contents</a></li>
</ul>
</li>
</ul>
diff --git a/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fat_late_fusion.html b/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fat_late_fusion.html
index ed0df15f..87951835 100644
--- a/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fat_late_fusion.html
+++ b/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fat_late_fusion.html
@@ -1,9 +1,11 @@
-<!DOCTYPE html>
+<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
+ "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
-<html>
+<html xmlns="http://www.w3.org/1999/xhtml">
<head>
- <meta charset="utf-8" />
+ <meta http-equiv="X-UA-Compatible" content="IE=Edge" />
+ <meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<title>multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fat_late_fusion package — SuMMIT 0 documentation</title>
<link rel="stylesheet" href="../_static/classic.css" type="text/css" />
<link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
diff --git a/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fat_scm_late_fusion.html b/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fat_scm_late_fusion.html
index cb8c77b6..f462fcdc 100644
--- a/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fat_scm_late_fusion.html
+++ b/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fat_scm_late_fusion.html
@@ -1,9 +1,11 @@
-<!DOCTYPE html>
+<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
+ "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
-<html>
+<html xmlns="http://www.w3.org/1999/xhtml">
<head>
- <meta charset="utf-8" />
+ <meta http-equiv="X-UA-Compatible" content="IE=Edge" />
+ <meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<title>multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fat_scm_late_fusion package — SuMMIT 0 documentation</title>
<link rel="stylesheet" href="../_static/classic.css" type="text/css" />
<link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
diff --git a/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.Methods.EarlyFusionPackage.html b/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.Methods.EarlyFusionPackage.html
index b9f2c299..efe4897a 100644
--- a/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.Methods.EarlyFusionPackage.html
+++ b/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.Methods.EarlyFusionPackage.html
@@ -1,9 +1,11 @@
-<!DOCTYPE html>
+<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
+ "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
-<html>
+<html xmlns="http://www.w3.org/1999/xhtml">
<head>
- <meta charset="utf-8" />
+ <meta http-equiv="X-UA-Compatible" content="IE=Edge" />
+ <meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<title>multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.Methods.EarlyFusionPackage package — SuMMIT 0 documentation</title>
<link rel="stylesheet" href="../_static/classic.css" type="text/css" />
<link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
diff --git a/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.Methods.LateFusionPackage.html b/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.Methods.LateFusionPackage.html
index 1bcfc2e2..dffb0678 100644
--- a/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.Methods.LateFusionPackage.html
+++ b/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.Methods.LateFusionPackage.html
@@ -1,9 +1,11 @@
-<!DOCTYPE html>
+<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
+ "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
-<html>
+<html xmlns="http://www.w3.org/1999/xhtml">
<head>
- <meta charset="utf-8" />
+ <meta http-equiv="X-UA-Compatible" content="IE=Edge" />
+ <meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<title>multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.Methods.LateFusionPackage package — SuMMIT 0 documentation</title>
<link rel="stylesheet" href="../_static/classic.css" type="text/css" />
<link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
diff --git a/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.Methods.html b/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.Methods.html
index 76271406..e4fdffd4 100644
--- a/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.Methods.html
+++ b/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.Methods.html
@@ -1,9 +1,11 @@
-<!DOCTYPE html>
+<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
+ "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
-<html>
+<html xmlns="http://www.w3.org/1999/xhtml">
<head>
- <meta charset="utf-8" />
+ <meta http-equiv="X-UA-Compatible" content="IE=Edge" />
+ <meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<title>multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.Methods package — SuMMIT 0 documentation</title>
<link rel="stylesheet" href="../_static/classic.css" type="text/css" />
<link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
diff --git a/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.html b/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.html
index 81c878e8..3a830126 100644
--- a/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.html
+++ b/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion.html
@@ -1,9 +1,11 @@
-<!DOCTYPE html>
+<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
+ "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
-<html>
+<html xmlns="http://www.w3.org/1999/xhtml">
<head>
- <meta charset="utf-8" />
+ <meta http-equiv="X-UA-Compatible" content="IE=Edge" />
+ <meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<title>multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fusion package — SuMMIT 0 documentation</title>
<link rel="stylesheet" href="../_static/classic.css" type="text/css" />
<link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
diff --git a/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.html b/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.html
index b638e974..b4ca993a 100644
--- a/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.html
+++ b/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.html
@@ -1,9 +1,11 @@
-<!DOCTYPE html>
+<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
+ "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
-<html>
+<html xmlns="http://www.w3.org/1999/xhtml">
<head>
- <meta charset="utf-8" />
+ <meta http-equiv="X-UA-Compatible" content="IE=Edge" />
+ <meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<title>multiview_platform.mono_multi_view_classifiers.multiview_classifiers package — SuMMIT 0 documentation</title>
<link rel="stylesheet" href="../_static/classic.css" type="text/css" />
<link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
@@ -56,28 +58,28 @@
<li class="toctree-l2"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion.html#submodules">Submodules</a></li>
<li class="toctree-l2"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion.html#multiview-platform-mono-multi-view-classifiers-multiview-classifiers-difficulty-fusion-analyze-results-module">multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion.analyze_results module</a></li>
<li class="toctree-l2"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion.html#multiview-platform-mono-multi-view-classifiers-multiview-classifiers-difficulty-fusion-difficulty-fusion-module">multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion.difficulty_fusion module</a></li>
-<li class="toctree-l2"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion.html#module-multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion">Module contents</a></li>
+<li class="toctree-l2"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.difficulty_fusion.html#module-contents">Module contents</a></li>
</ul>
</li>
<li class="toctree-l1"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion.html">multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion package</a><ul>
<li class="toctree-l2"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion.html#submodules">Submodules</a></li>
<li class="toctree-l2"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion.html#multiview-platform-mono-multi-view-classifiers-multiview-classifiers-disagree-fusion-analyze-results-module">multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion.analyze_results module</a></li>
<li class="toctree-l2"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion.html#multiview-platform-mono-multi-view-classifiers-multiview-classifiers-disagree-fusion-disagree-fusion-module">multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion.disagree_fusion module</a></li>
-<li class="toctree-l2"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion.html#module-multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion">Module contents</a></li>
+<li class="toctree-l2"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.disagree_fusion.html#module-contents">Module contents</a></li>
</ul>
</li>
<li class="toctree-l1"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion.html">multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion package</a><ul>
<li class="toctree-l2"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion.html#submodules">Submodules</a></li>
<li class="toctree-l2"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion.html#multiview-platform-mono-multi-view-classifiers-multiview-classifiers-double-fault-fusion-analyze-results-module">multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion.analyze_results module</a></li>
<li class="toctree-l2"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion.html#multiview-platform-mono-multi-view-classifiers-multiview-classifiers-double-fault-fusion-double-fault-fusion-module">multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion.double_fault_fusion module</a></li>
-<li class="toctree-l2"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion.html#module-multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion">Module contents</a></li>
+<li class="toctree-l2"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.double_fault_fusion.html#module-contents">Module contents</a></li>
</ul>
</li>
<li class="toctree-l1"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion.html">multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion package</a><ul>
<li class="toctree-l2"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion.html#submodules">Submodules</a></li>
<li class="toctree-l2"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion.html#multiview-platform-mono-multi-view-classifiers-multiview-classifiers-entropy-fusion-analyze-results-module">multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion.analyze_results module</a></li>
<li class="toctree-l2"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion.html#multiview-platform-mono-multi-view-classifiers-multiview-classifiers-entropy-fusion-entropy-fusion-module">multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion.entropy_fusion module</a></li>
-<li class="toctree-l2"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion.html#module-multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion">Module contents</a></li>
+<li class="toctree-l2"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.entropy_fusion.html#module-contents">Module contents</a></li>
</ul>
</li>
<li class="toctree-l1"><a class="reference internal" href="multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fat_late_fusion.html">multiview_platform.mono_multi_view_classifiers.multiview_classifiers.fat_late_fusion package</a><ul>
@@ -140,8 +142,8 @@
</ul>
</div>
</div>
-<div class="section" id="module-multiview_platform.mono_multi_view_classifiers.multiview_classifiers">
-<span id="module-contents"></span><h2>Module contents<a class="headerlink" href="#module-multiview_platform.mono_multi_view_classifiers.multiview_classifiers" title="Permalink to this headline">¶</a></h2>
+<div class="section" id="module-contents">
+<h2>Module contents<a class="headerlink" href="#module-contents" title="Permalink to this headline">¶</a></h2>
</div>
</div>
@@ -155,7 +157,7 @@
<ul>
<li><a class="reference internal" href="#">multiview_platform.mono_multi_view_classifiers.multiview_classifiers package</a><ul>
<li><a class="reference internal" href="#subpackages">Subpackages</a></li>
-<li><a class="reference internal" href="#module-multiview_platform.mono_multi_view_classifiers.multiview_classifiers">Module contents</a></li>
+<li><a class="reference internal" href="#module-contents">Module contents</a></li>
</ul>
</li>
</ul>
diff --git a/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.pseudo_cq_fusion.html b/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.pseudo_cq_fusion.html
index 9c2390e4..472d87bc 100644
--- a/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.pseudo_cq_fusion.html
+++ b/docs/build/references/multiview_platform.mono_multi_view_classifiers.multiview_classifiers.pseudo_cq_fusion.html
@@ -1,9 +1,11 @@
-<!DOCTYPE html>
+<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
+ "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
-<html>
+<html xmlns="http://www.w3.org/1999/xhtml">
<head>
- <meta charset="utf-8" />
+ <meta http-equiv="X-UA-Compatible" content="IE=Edge" />
+ <meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<title>multiview_platform.mono_multi_view_classifiers.multiview_classifiers.pseudo_cq_fusion package — SuMMIT 0 documentation</title>
<link rel="stylesheet" href="../_static/classic.css" type="text/css" />
<link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
diff --git a/docs/build/references/multiview_platform.mono_multi_view_classifiers.utils.html b/docs/build/references/multiview_platform.mono_multi_view_classifiers.utils.html
index 78ae1c63..3e77e03e 100644
--- a/docs/build/references/multiview_platform.mono_multi_view_classifiers.utils.html
+++ b/docs/build/references/multiview_platform.mono_multi_view_classifiers.utils.html
@@ -1,9 +1,11 @@
-<!DOCTYPE html>
+<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
+ "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
-<html>
+<html xmlns="http://www.w3.org/1999/xhtml">
<head>
- <meta charset="utf-8" />
+ <meta http-equiv="X-UA-Compatible" content="IE=Edge" />
+ <meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<title>multiview_platform.mono_multi_view_classifiers.utils package — SuMMIT 0 documentation</title>
<link rel="stylesheet" href="../_static/classic.css" type="text/css" />
<link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
@@ -51,1281 +53,35 @@
<div class="section" id="submodules">
<h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this headline">¶</a></h2>
</div>
-<div class="section" id="module-multiview_platform.mono_multi_view_classifiers.utils.configuration">
-<span id="multiview-platform-mono-multi-view-classifiers-utils-configuration-module"></span><h2>multiview_platform.mono_multi_view_classifiers.utils.configuration module<a class="headerlink" href="#module-multiview_platform.mono_multi_view_classifiers.utils.configuration" title="Permalink to this headline">¶</a></h2>
-<dl class="py function">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.configuration.get_the_args">
-<code class="sig-name descname">get_the_args</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">path_to_config_file</span><span class="o">=</span><span class="default_value">'../config_files/config.yml'</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.configuration.get_the_args" title="Permalink to this definition">¶</a></dt>
-<dd><p>The function for extracting the args for a ‘.yml’ file.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters</dt>
-<dd class="field-odd"><p><strong>path_to_config_file</strong> (<em>str</em><em>, </em><em>path to the yml file containing the configuration</em>) – </p>
-</dd>
-<dt class="field-even">Returns</dt>
-<dd class="field-even"><p><ul class="simple">
-<li><p><strong>yaml_config</strong> (<em>dict, the dictionary conaining the configuration for the</em>)</p></li>
-<li><p><em>benchmark</em></p></li>
-</ul>
-</p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py function">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.configuration.pass_default_config">
-<code class="sig-name descname">pass_default_config</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">log</span><span class="o">=</span><span class="default_value">True</span></em>, <em class="sig-param"><span class="n">name</span><span class="o">=</span><span class="default_value">['plausible']</span></em>, <em class="sig-param"><span class="n">label</span><span class="o">=</span><span class="default_value">'_'</span></em>, <em class="sig-param"><span class="n">file_type</span><span class="o">=</span><span class="default_value">'.hdf5'</span></em>, <em class="sig-param"><span class="n">views</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">pathf</span><span class="o">=</span><span class="default_value">'../data/'</span></em>, <em class="sig-param"><span class="n">nice</span><span class="o">=</span><span class="default_value">0</span></em>, <em class="sig-param"><span class="n">random_state</span><span class="o">=</span><span class="default_value">42</span></em>, <em class="sig-param"><span class="n">nb_cores</span><span class="o">=</span><span class="default_value">1</span></em>, <em class="sig-param"><span class="n">full</span><span class="o">=</span><span class="default_value">True</span></em>, <em class="sig-param"><span class="n">debug</span><span class="o">=</span><span class="default_value">False</span></em>, <em class="sig-param"><span class="n">add_noise</span><span class="o">=</span><span class="default_value">False</span></em>, <em class="sig-param"><span class="n">noise_std</span><span class="o">=</span><span class="default_value">0.0</span></em>, <em class="sig-param"><span class="n">res_dir</span><span class="o">=</span><span class="default_value">'../results/'</span></em>, <em class="sig-param"><span class="n">track_tracebacks</span><span class="o">=</span><span class="default_value">True</span></em>, <em class="sig-param"><span class="n">split</span><span class="o">=</span><span class="default_value">0.49</span></em>, <em class="sig-param"><span class="n">nb_folds</span><span class="o">=</span><span class="default_value">5</span></em>, <em class="sig-param"><span class="n">nb_class</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">classes</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">type</span><span class="o">=</span><span class="default_value">['multiview']</span></em>, <em class="sig-param"><span class="n">algos_monoview</span><span class="o">=</span><span class="default_value">['all']</span></em>, <em class="sig-param"><span class="n">algos_multiview</span><span class="o">=</span><span class="default_value">['svm_jumbo_fusion']</span></em>, <em class="sig-param"><span class="n">stats_iter</span><span class="o">=</span><span class="default_value">2</span></em>, <em class="sig-param"><span class="n">metrics</span><span class="o">=</span><span class="default_value">{'accuracy_score': {}, 'f1_score': {}}</span></em>, <em class="sig-param"><span class="n">metric_princ</span><span class="o">=</span><span class="default_value">'accuracy_score'</span></em>, <em class="sig-param"><span class="n">hps_type</span><span class="o">=</span><span class="default_value">'Random'</span></em>, <em class="sig-param"><span class="n">hps_iter</span><span class="o">=</span><span class="default_value">1</span></em>, <em class="sig-param"><span class="n">hps_kwargs</span><span class="o">=</span><span class="default_value">{'equivalent_draws': True, 'n_iter': 10}</span></em>, <em class="sig-param"><span class="o">**</span><span class="n">kwargs</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.configuration.pass_default_config" title="Permalink to this definition">¶</a></dt>
-<dd><dl class="field-list simple">
-<dt class="field-odd">Parameters</dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><strong>log</strong> – </p></li>
-<li><p><strong>name</strong> – </p></li>
-<li><p><strong>label</strong> – </p></li>
-<li><p><strong>file_type</strong> – </p></li>
-<li><p><strong>views</strong> – </p></li>
-<li><p><strong>pathf</strong> – </p></li>
-<li><p><strong>nice</strong> – </p></li>
-<li><p><strong>random_state</strong> – </p></li>
-<li><p><strong>nb_cores</strong> – </p></li>
-<li><p><strong>full</strong> – </p></li>
-<li><p><strong>debug</strong> – </p></li>
-<li><p><strong>add_noise</strong> – </p></li>
-<li><p><strong>noise_std</strong> – </p></li>
-<li><p><strong>res_dir</strong> – </p></li>
-<li><p><strong>track_tracebacks</strong> – </p></li>
-<li><p><strong>split</strong> – </p></li>
-<li><p><strong>nb_folds</strong> – </p></li>
-<li><p><strong>nb_class</strong> – </p></li>
-<li><p><strong>classes</strong> – </p></li>
-<li><p><strong>type</strong> – </p></li>
-<li><p><strong>algos_monoview</strong> – </p></li>
-<li><p><strong>algos_multiview</strong> – </p></li>
-<li><p><strong>stats_iter</strong> – </p></li>
-<li><p><strong>metrics</strong> – </p></li>
-<li><p><strong>metric_princ</strong> – </p></li>
-<li><p><strong>hps_type</strong> – </p></li>
-<li><p><strong>hps_iter</strong> – </p></li>
-</ul>
-</dd>
-<dt class="field-even">Returns</dt>
-<dd class="field-even"><p></p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py function">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.configuration.save_config">
-<code class="sig-name descname">save_config</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">directory</span></em>, <em class="sig-param"><span class="n">arguments</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.configuration.save_config" title="Permalink to this definition">¶</a></dt>
-<dd><p>Saves the config file in the result directory.</p>
-</dd></dl>
-
+<div class="section" id="multiview-platform-mono-multi-view-classifiers-utils-configuration-module">
+<h2>multiview_platform.mono_multi_view_classifiers.utils.configuration module<a class="headerlink" href="#multiview-platform-mono-multi-view-classifiers-utils-configuration-module" title="Permalink to this headline">¶</a></h2>
</div>
-<div class="section" id="module-multiview_platform.mono_multi_view_classifiers.utils.dataset">
-<span id="multiview-platform-mono-multi-view-classifiers-utils-dataset-module"></span><h2>multiview_platform.mono_multi_view_classifiers.utils.dataset module<a class="headerlink" href="#module-multiview_platform.mono_multi_view_classifiers.utils.dataset" title="Permalink to this headline">¶</a></h2>
-<dl class="py class">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset">
-<em class="property">class </em><code class="sig-name descname">Dataset</code><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></p>
-<dl class="py method">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset.check_selected_label_names">
-<code class="sig-name descname">check_selected_label_names</code><span class="sig-paren">(</span><em class="sig-param">nb_labels=None</em>, <em class="sig-param">selected_label_names=None</em>, <em class="sig-param">random_state=RandomState(MT19937) at 0x7FC3CBFFD678</em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset.check_selected_label_names" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset.filter">
-<em class="property">abstract </em><code class="sig-name descname">filter</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">labels</span></em>, <em class="sig-param"><span class="n">label_names</span></em>, <em class="sig-param"><span class="n">example_indices</span></em>, <em class="sig-param"><span class="n">view_names</span></em>, <em class="sig-param"><span class="n">path</span><span class="o">=</span><span class="default_value">None</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset.filter" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset.get_label_names">
-<em class="property">abstract </em><code class="sig-name descname">get_label_names</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">example_indices</span><span class="o">=</span><span class="default_value">None</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset.get_label_names" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset.get_labels">
-<em class="property">abstract </em><code class="sig-name descname">get_labels</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">example_indices</span><span class="o">=</span><span class="default_value">None</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset.get_labels" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset.get_nb_examples">
-<em class="property">abstract </em><code class="sig-name descname">get_nb_examples</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset.get_nb_examples" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset.get_shape">
-<code class="sig-name descname">get_shape</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">view_index</span><span class="o">=</span><span class="default_value">0</span></em>, <em class="sig-param"><span class="n">example_indices</span><span class="o">=</span><span class="default_value">None</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset.get_shape" title="Permalink to this definition">¶</a></dt>
-<dd><p>Gets the shape of the needed view on the asked examples</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters</dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><strong>view_index</strong> (<em>int</em>) – The index of the view to extract</p></li>
-<li><p><strong>example_indices</strong> (<em>numpy.ndarray</em>) – The array containing the indices of the examples to extract.</p></li>
-</ul>
-</dd>
-<dt class="field-even">Returns</dt>
-<dd class="field-even"><p></p>
-</dd>
-<dt class="field-odd">Return type</dt>
-<dd class="field-odd"><p>Tuple containing the shape</p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset.get_v">
-<em class="property">abstract </em><code class="sig-name descname">get_v</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">view_index</span></em>, <em class="sig-param"><span class="n">example_indices</span><span class="o">=</span><span class="default_value">None</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset.get_v" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset.init_example_indces">
-<code class="sig-name descname">init_example_indces</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">example_indices</span><span class="o">=</span><span class="default_value">None</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset.init_example_indces" title="Permalink to this definition">¶</a></dt>
-<dd><p>If no example indices are provided, selects all the examples.</p>
-</dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset.select_labels">
-<code class="sig-name descname">select_labels</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">selected_label_names</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset.select_labels" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset.select_views_and_labels">
-<code class="sig-name descname">select_views_and_labels</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">nb_labels</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">selected_label_names</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">random_state</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">view_names</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">path_for_new</span><span class="o">=</span><span class="default_value">'../data/'</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset.select_views_and_labels" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset.to_numpy_array">
-<code class="sig-name descname">to_numpy_array</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">example_indices</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">view_indices</span><span class="o">=</span><span class="default_value">None</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset.to_numpy_array" title="Permalink to this definition">¶</a></dt>
-<dd><p>To concatenate the needed views in one big numpy array while saving the
-limits of each view in a list, to be able to retrieve them later.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters</dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><strong>example_indices</strong> (<em>array like</em><em>,</em>) – </p></li>
-<li><p><strong>indices of the examples to extract from the dataset</strong> (<em>The</em>) – </p></li>
-<li><p><strong>view_indices</strong> (<em>array like</em><em>,</em>) – </p></li>
-<li><p><strong>indices of the view to concatenate in the numpy array</strong> (<em>The</em>) – </p></li>
-</ul>
-</dd>
-<dt class="field-even">Returns</dt>
-<dd class="field-even"><p><ul class="simple">
-<li><p><strong>concat_views</strong> (<em>numpy array,</em>)</p></li>
-<li><p><em>The numpy array containing all the needed views.</em></p></li>
-<li><p><strong>view_limits</strong> (<em>list of int</em>)</p></li>
-<li><p><em>The limits of each slice used to extract the views.</em></p></li>
-</ul>
-</p>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset">
-<em class="property">class </em><code class="sig-name descname">HDF5Dataset</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">views</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">labels</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">are_sparse</span><span class="o">=</span><span class="default_value">False</span></em>, <em class="sig-param"><span class="n">file_name</span><span class="o">=</span><span class="default_value">'dataset.hdf5'</span></em>, <em class="sig-param"><span class="n">view_names</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">path</span><span class="o">=</span><span class="default_value">''</span></em>, <em class="sig-param"><span class="n">hdf5_file</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">labels_names</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">is_temp</span><span class="o">=</span><span class="default_value">False</span></em>, <em class="sig-param"><span class="n">example_ids</span><span class="o">=</span><span class="default_value">None</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <a class="reference internal" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset" title="multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset"><code class="xref py py-class docutils literal notranslate"><span class="pre">multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset</span></code></a></p>
-<p>Class of Dataset</p>
-<p>This class is used to encapsulate the multiview dataset while keeping it stored on the disk instead of in RAM.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters</dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><strong>views</strong> (<em>list of numpy arrays</em><em> or </em><em>None</em>) – The list containing each view of the dataset as a numpy array of shape
-(nb examples, nb features).</p></li>
-<li><p><strong>labels</strong> (<em>numpy array</em><em> or </em><em>None</em>) – The labels for the multiview dataset, of shape (nb examples, ).</p></li>
-<li><p><strong>are_sparse</strong> (<em>list of bool</em><em>, or </em><em>None</em>) – The list of boolean telling if each view is sparse or not.</p></li>
-<li><p><strong>file_name</strong> (<em>str</em><em>, or </em><em>None</em>) – The name of the hdf5 file that will be created to store the multiview
-dataset.</p></li>
-<li><p><strong>view_names</strong> (<em>list of str</em><em>, or </em><em>None</em>) – The name of each view.</p></li>
-<li><p><strong>path</strong> (<em>str</em><em>, or </em><em>None</em>) – The path where the hdf5 dataset file will be stored</p></li>
-<li><p><strong>hdf5_file</strong> (<em>h5py.File object</em><em>, or </em><em>None</em>) – If not None, the dataset will be imported directly from this file.</p></li>
-<li><p><strong>labels_names</strong> (<em>list of str</em><em>, or </em><em>None</em>) – The name for each unique value of the labels given in labels.</p></li>
-<li><p><strong>is_temp</strong> (<em>bool</em>) – Used if a temporary dataset has to be used by the benchmark.</p></li>
-</ul>
-</dd>
-</dl>
-<dl class="py attribute">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.dataset">
-<code class="sig-name descname">dataset</code><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.dataset" title="Permalink to this definition">¶</a></dt>
-<dd><p>The h5py file pbject that points to the hdf5 dataset on the disk.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Type</dt>
-<dd class="field-odd"><p>h5py.File object</p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.nb_view">
-<code class="sig-name descname">nb_view</code><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.nb_view" title="Permalink to this definition">¶</a></dt>
-<dd><p>The number of views in the dataset.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Type</dt>
-<dd class="field-odd"><p>int</p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py attribute">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.view_dict">
-<code class="sig-name descname">view_dict</code><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.view_dict" title="Permalink to this definition">¶</a></dt>
-<dd><dl class="simple">
-<dt>The dictionnary with the name of each view as the keys and their indices</dt><dd><p>as values</p>
-</dd>
-</dl>
-<dl class="field-list simple">
-<dt class="field-odd">Type</dt>
-<dd class="field-odd"><p>dict</p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.add_gaussian_noise">
-<code class="sig-name descname">add_gaussian_noise</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">random_state</span></em>, <em class="sig-param"><span class="n">path</span></em>, <em class="sig-param"><span class="n">noise_std</span><span class="o">=</span><span class="default_value">0.15</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.add_gaussian_noise" title="Permalink to this definition">¶</a></dt>
-<dd><p>In this function, we add a guaussian noise centered in 0 with specified
-std to each view, according to it’s range (the noise will be
-mutliplied by this range) and we crop the noisy signal according to the
-view’s attributes limits.
-This is done by creating a new dataset, to keep clean data.</p>
-</dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.copy_view">
-<code class="sig-name descname">copy_view</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">target_dataset</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">source_view_name</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">target_view_index</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">example_indices</span><span class="o">=</span><span class="default_value">None</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.copy_view" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.filter">
-<code class="sig-name descname">filter</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">labels</span></em>, <em class="sig-param"><span class="n">label_names</span></em>, <em class="sig-param"><span class="n">example_indices</span></em>, <em class="sig-param"><span class="n">view_names</span></em>, <em class="sig-param"><span class="n">path</span><span class="o">=</span><span class="default_value">None</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.filter" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.get_label_names">
-<code class="sig-name descname">get_label_names</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">decode</span><span class="o">=</span><span class="default_value">True</span></em>, <em class="sig-param"><span class="n">example_indices</span><span class="o">=</span><span class="default_value">None</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.get_label_names" title="Permalink to this definition">¶</a></dt>
-<dd><p>Used to get the list of the label names for the given set of examples</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters</dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><strong>decode</strong> (<em>bool</em>) – If True, will decode the label names before listing them</p></li>
-<li><p><strong>example_indices</strong> (<em>numpy.ndarray</em>) – The array containing the indices of the needed examples</p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.get_labels">
-<code class="sig-name descname">get_labels</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">example_indices</span><span class="o">=</span><span class="default_value">None</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.get_labels" title="Permalink to this definition">¶</a></dt>
-<dd><p>Gets the label array for the asked examples</p>
-<blockquote>
-<div><p>Parameters</p>
-</div></blockquote>
-<dl class="simple">
-<dt>example_indices<span class="classifier">numpy.ndarray</span></dt><dd><p>The array containing the indices of the examples to extract.</p>
-</dd>
-</dl>
-<dl class="field-list simple">
-<dt class="field-odd">Returns</dt>
-<dd class="field-odd"><p></p>
-</dd>
-<dt class="field-even">Return type</dt>
-<dd class="field-even"><p>numpy.ndarray containing the labels of the asked examples</p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.get_name">
-<code class="sig-name descname">get_name</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.get_name" title="Permalink to this definition">¶</a></dt>
-<dd><p>Ony works if there are not multiple dots in the files name</p>
-</dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.get_nb_class">
-<code class="sig-name descname">get_nb_class</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">example_indices</span><span class="o">=</span><span class="default_value">None</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.get_nb_class" title="Permalink to this definition">¶</a></dt>
-<dd><p>Gets the number of classes of the dataset for the asked examples</p>
-<blockquote>
-<div><p>Parameters</p>
-</div></blockquote>
-<dl class="simple">
-<dt>example_indices<span class="classifier">numpy.ndarray</span></dt><dd><p>The array containing the indices of the examples to extract.</p>
-</dd>
-</dl>
-<dl class="field-list simple">
-<dt class="field-odd">Returns</dt>
-<dd class="field-odd"><p><strong>int</strong></p>
-</dd>
-<dt class="field-even">Return type</dt>
-<dd class="field-even"><p>The number of classes</p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.get_nb_examples">
-<code class="sig-name descname">get_nb_examples</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.get_nb_examples" title="Permalink to this definition">¶</a></dt>
-<dd><p>Used to get the number of examples available in hte dataset</p>
-</dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.get_v">
-<code class="sig-name descname">get_v</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">view_index</span></em>, <em class="sig-param"><span class="n">example_indices</span><span class="o">=</span><span class="default_value">None</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.get_v" title="Permalink to this definition">¶</a></dt>
-<dd><p>Extract the view and returns a numpy.ndarray containing the description
-of the examples specified in example_indices</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters</dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><strong>view_index</strong> (<em>int</em>) – The index of the view to extract</p></li>
-<li><p><strong>example_indices</strong> (<em>numpy.ndarray</em>) – The array containing the indices of the examples to extract.</p></li>
-</ul>
-</dd>
-<dt class="field-even">Returns</dt>
-<dd class="field-even"><p></p>
-</dd>
-<dt class="field-odd">Return type</dt>
-<dd class="field-odd"><p>A numpy.ndarray containing the view data for the needed examples</p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.get_view_dict">
-<code class="sig-name descname">get_view_dict</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.get_view_dict" title="Permalink to this definition">¶</a></dt>
-<dd><p>Returns the dictionary with view indices as keys and their corresponding
-names as values</p>
-</dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.get_view_name">
-<code class="sig-name descname">get_view_name</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">view_idx</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.get_view_name" title="Permalink to this definition">¶</a></dt>
-<dd><p>Method to get a view’s name from its index.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters</dt>
-<dd class="field-odd"><p><strong>view_idx</strong> (<em>int</em>) – The index of the view in the dataset</p>
-</dd>
-<dt class="field-even">Returns</dt>
-<dd class="field-even"><p></p>
-</dd>
-<dt class="field-odd">Return type</dt>
-<dd class="field-odd"><p>The view’s name.</p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.init_attrs">
-<code class="sig-name descname">init_attrs</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.init_attrs" title="Permalink to this definition">¶</a></dt>
-<dd><p>Used to init the attributes that are modified when self.dataset
-changes</p>
-</dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.init_view_names">
-<code class="sig-name descname">init_view_names</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">view_names</span><span class="o">=</span><span class="default_value">None</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.init_view_names" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.rm">
-<code class="sig-name descname">rm</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.rm" title="Permalink to this definition">¶</a></dt>
-<dd><p>Method used to delete the dataset file on the disk if the dataset is
-temporary.</p>
-</dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.update_hdf5_dataset">
-<code class="sig-name descname">update_hdf5_dataset</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">path</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.HDF5Dataset.update_hdf5_dataset" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.RAMDataset">
-<em class="property">class </em><code class="sig-name descname">RAMDataset</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">views</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">labels</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">are_sparse</span><span class="o">=</span><span class="default_value">False</span></em>, <em class="sig-param"><span class="n">view_names</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">labels_names</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">example_ids</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">name</span><span class="o">=</span><span class="default_value">None</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.RAMDataset" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <a class="reference internal" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset" title="multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset"><code class="xref py py-class docutils literal notranslate"><span class="pre">multiview_platform.mono_multi_view_classifiers.utils.dataset.Dataset</span></code></a></p>
-<dl class="py method">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.RAMDataset.filter">
-<code class="sig-name descname">filter</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">labels</span></em>, <em class="sig-param"><span class="n">label_names</span></em>, <em class="sig-param"><span class="n">example_indices</span></em>, <em class="sig-param"><span class="n">view_names</span></em>, <em class="sig-param"><span class="n">path</span><span class="o">=</span><span class="default_value">None</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.RAMDataset.filter" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.RAMDataset.get_label_names">
-<code class="sig-name descname">get_label_names</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">example_indices</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">decode</span><span class="o">=</span><span class="default_value">True</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.RAMDataset.get_label_names" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.RAMDataset.get_labels">
-<code class="sig-name descname">get_labels</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">example_indices</span><span class="o">=</span><span class="default_value">None</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.RAMDataset.get_labels" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.RAMDataset.get_name">
-<code class="sig-name descname">get_name</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.RAMDataset.get_name" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.RAMDataset.get_nb_class">
-<code class="sig-name descname">get_nb_class</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">example_indices</span><span class="o">=</span><span class="default_value">None</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.RAMDataset.get_nb_class" title="Permalink to this definition">¶</a></dt>
-<dd><p>Gets the number of class of the dataset</p>
-</dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.RAMDataset.get_nb_examples">
-<code class="sig-name descname">get_nb_examples</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.RAMDataset.get_nb_examples" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.RAMDataset.get_v">
-<code class="sig-name descname">get_v</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">view_index</span></em>, <em class="sig-param"><span class="n">example_indices</span><span class="o">=</span><span class="default_value">None</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.RAMDataset.get_v" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.RAMDataset.get_view_dict">
-<code class="sig-name descname">get_view_dict</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.RAMDataset.get_view_dict" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.RAMDataset.get_view_name">
-<code class="sig-name descname">get_view_name</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">view_idx</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.RAMDataset.get_view_name" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.RAMDataset.init_attrs">
-<code class="sig-name descname">init_attrs</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.RAMDataset.init_attrs" title="Permalink to this definition">¶</a></dt>
-<dd><p>Used to init the two attributes that are modified when self.dataset
-changes</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py function">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.confirm">
-<code class="sig-name descname">confirm</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">resp</span><span class="o">=</span><span class="default_value">True</span></em>, <em class="sig-param"><span class="n">timeout</span><span class="o">=</span><span class="default_value">15</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.confirm" title="Permalink to this definition">¶</a></dt>
-<dd><p>Used to process answer</p>
-</dd></dl>
-
-<dl class="py function">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.copy_hdf5">
-<code class="sig-name descname">copy_hdf5</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">pathF</span></em>, <em class="sig-param"><span class="n">name</span></em>, <em class="sig-param"><span class="n">nbCores</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.copy_hdf5" title="Permalink to this definition">¶</a></dt>
-<dd><p>Used to copy a HDF5 database in case of multicore computing</p>
-</dd></dl>
-
-<dl class="py function">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.datasets_already_exist">
-<code class="sig-name descname">datasets_already_exist</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">pathF</span></em>, <em class="sig-param"><span class="n">name</span></em>, <em class="sig-param"><span class="n">nbCores</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.datasets_already_exist" title="Permalink to this definition">¶</a></dt>
-<dd><p>Used to check if it’s necessary to copy datasets</p>
-</dd></dl>
-
-<dl class="py function">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.delete_HDF5">
-<code class="sig-name descname">delete_HDF5</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">benchmarkArgumentsDictionaries</span></em>, <em class="sig-param"><span class="n">nbCores</span></em>, <em class="sig-param"><span class="n">dataset</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.delete_HDF5" title="Permalink to this definition">¶</a></dt>
-<dd><p>Used to delete temporary copies at the end of the benchmark</p>
-</dd></dl>
-
-<dl class="py function">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.extract_subset">
-<code class="sig-name descname">extract_subset</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">matrix</span></em>, <em class="sig-param"><span class="n">used_indices</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.extract_subset" title="Permalink to this definition">¶</a></dt>
-<dd><p>Used to extract a subset of a matrix even if it’s sparse</p>
-</dd></dl>
-
-<dl class="py function">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.get_examples_views_indices">
-<code class="sig-name descname">get_examples_views_indices</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">dataset</span></em>, <em class="sig-param"><span class="n">examples_indices</span></em>, <em class="sig-param"><span class="n">view_indices</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.get_examples_views_indices" title="Permalink to this definition">¶</a></dt>
-<dd><p>This function is used to get all the examples indices and view indices if needed</p>
-</dd></dl>
-
-<dl class="py function">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.init_multiple_datasets">
-<code class="sig-name descname">init_multiple_datasets</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">path_f</span></em>, <em class="sig-param"><span class="n">name</span></em>, <em class="sig-param"><span class="n">nb_cores</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.init_multiple_datasets" title="Permalink to this definition">¶</a></dt>
-<dd><p>Used to create copies of the dataset if multicore computation is used.</p>
-<p>This is a temporary solution to fix the sharing memory issue with HDF5 datasets.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters</dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><strong>path_f</strong> (<em>string</em>) – Path to the original dataset directory</p></li>
-<li><p><strong>name</strong> (<em>string</em>) – Name of the dataset</p></li>
-<li><p><strong>nb_cores</strong> (<em>int</em>) – The number of threads that the benchmark can use</p></li>
-</ul>
-</dd>
-<dt class="field-even">Returns</dt>
-<dd class="field-even"><p><strong>datasetFiles</strong> – Dictionary resuming which mono- and multiview algorithms which will be used in the benchmark.</p>
-</dd>
-<dt class="field-odd">Return type</dt>
-<dd class="field-odd"><p>None</p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py function">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.input_">
-<code class="sig-name descname">input_</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">timeout</span><span class="o">=</span><span class="default_value">15</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.input_" title="Permalink to this definition">¶</a></dt>
-<dd><p>used as a UI to stop if too much HDD space will be used</p>
-</dd></dl>
-
-<dl class="py function">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.dataset.is_just_number">
-<code class="sig-name descname">is_just_number</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">string</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.dataset.is_just_number" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
+<div class="section" id="multiview-platform-mono-multi-view-classifiers-utils-dataset-module">
+<h2>multiview_platform.mono_multi_view_classifiers.utils.dataset module<a class="headerlink" href="#multiview-platform-mono-multi-view-classifiers-utils-dataset-module" title="Permalink to this headline">¶</a></h2>
</div>
-<div class="section" id="module-multiview_platform.mono_multi_view_classifiers.utils.execution">
-<span id="multiview-platform-mono-multi-view-classifiers-utils-execution-module"></span><h2>multiview_platform.mono_multi_view_classifiers.utils.execution module<a class="headerlink" href="#module-multiview_platform.mono_multi_view_classifiers.utils.execution" title="Permalink to this headline">¶</a></h2>
-<dl class="py function">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.execution.find_dataset_names">
-<code class="sig-name descname">find_dataset_names</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">path</span></em>, <em class="sig-param"><span class="n">type</span></em>, <em class="sig-param"><span class="n">names</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.execution.find_dataset_names" title="Permalink to this definition">¶</a></dt>
-<dd><p>This function goal is to browse the dataset directory and extrats all
-the needed dataset names.</p>
-</dd></dl>
-
-<dl class="py function">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.execution.gen_argument_dictionaries">
-<code class="sig-name descname">gen_argument_dictionaries</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">labels_dictionary</span></em>, <em class="sig-param"><span class="n">directories</span></em>, <em class="sig-param"><span class="n">splits</span></em>, <em class="sig-param"><span class="n">hyper_param_search</span></em>, <em class="sig-param"><span class="n">args</span></em>, <em class="sig-param"><span class="n">k_folds</span></em>, <em class="sig-param"><span class="n">stats_iter_random_states</span></em>, <em class="sig-param"><span class="n">metrics</span></em>, <em class="sig-param"><span class="n">argument_dictionaries</span></em>, <em class="sig-param"><span class="n">benchmark</span></em>, <em class="sig-param"><span class="n">views</span></em>, <em class="sig-param"><span class="n">views_indices</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.execution.gen_argument_dictionaries" title="Permalink to this definition">¶</a></dt>
-<dd><p>Used to generate a dictionary for each benchmark.</p>
-<p>One for each label combination (if multiclass), for each statistical iteration, generates an dictionary with
-all necessary information to perform the benchmark</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters</dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><strong>labels_dictionary</strong> (<em>dictionary</em>) – Dictionary mapping labels indices to labels names.</p></li>
-<li><p><strong>directories</strong> (<em>list of strings</em>) – List of the paths to the result directories for each statistical iteration.</p></li>
-<li><p><strong>multiclass_labels</strong> (<em>list of lists of numpy.ndarray</em>) – For each label couple, for each statistical iteration a triplet of numpy.ndarrays is stored with the
-indices for the biclass training set, the ones for the biclass testing set and the ones for the
-multiclass testing set.</p></li>
-<li><p><strong>labels_combinations</strong> (<em>list of lists of numpy.ndarray</em>) – Each original couple of different labels.</p></li>
-<li><p><strong>indices_multiclass</strong> (<em>list of lists of numpy.ndarray</em>) – For each combination, contains a biclass labels numpy.ndarray with the 0/1 labels of combination.</p></li>
-<li><p><strong>hyper_param_search</strong> (<em>string</em>) – Type of hyper parameter optimization method</p></li>
-<li><p><strong>args</strong> (<em>parsed args objects</em>) – All the args passed by the user.</p></li>
-<li><p><strong>k_folds</strong> (<em>list of list of sklearn.model_selection.StratifiedKFold</em>) – For each statistical iteration a Kfold stratified (keeping the ratio between classes in each fold).</p></li>
-<li><p><strong>stats_iter_random_states</strong> (<em>list of numpy.random.RandomState objects</em>) – Multiple random states, one for each sattistical iteration of the same benchmark.</p></li>
-<li><p><strong>metrics</strong> (<em>list of lists</em>) – metrics that will be used to evaluate the algorithms performance.</p></li>
-<li><p><strong>argument_dictionaries</strong> (<em>dictionary</em>) – Dictionary resuming all the specific arguments for the benchmark, oe dictionary for each classifier.</p></li>
-<li><p><strong>benchmark</strong> (<em>dictionary</em>) – Dictionary resuming which mono- and multiview algorithms which will be used in the benchmark.</p></li>
-<li><p><strong>nb_views</strong> (<em>int</em>) – THe number of views used by the benchmark.</p></li>
-<li><p><strong>views</strong> (<em>list of strings</em>) – List of the names of the used views.</p></li>
-<li><p><strong>views_indices</strong> (<em>list of ints</em>) – List of indices (according to the dataset) of the used views.</p></li>
-</ul>
-</dd>
-<dt class="field-even">Returns</dt>
-<dd class="field-even"><p><strong>benchmarkArgumentDictionaries</strong> – All the needed arguments for the benchmarks.</p>
-</dd>
-<dt class="field-odd">Return type</dt>
-<dd class="field-odd"><p>list of dicts</p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py function">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.execution.gen_direcorties_names">
-<code class="sig-name descname">gen_direcorties_names</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">directory</span></em>, <em class="sig-param"><span class="n">stats_iter</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.execution.gen_direcorties_names" title="Permalink to this definition">¶</a></dt>
-<dd><p>Used to generate the different directories of each iteration if needed.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters</dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><strong>directory</strong> (<em>string</em>) – Path to the results directory.</p></li>
-<li><p><strong>statsIter</strong> (<em>int</em>) – The number of statistical iterations.</p></li>
-</ul>
-</dd>
-<dt class="field-even">Returns</dt>
-<dd class="field-even"><p><strong>directories</strong> – Paths to each statistical iterations result directory.</p>
-</dd>
-<dt class="field-odd">Return type</dt>
-<dd class="field-odd"><p>list of strings</p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py function">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.execution.gen_k_folds">
-<code class="sig-name descname">gen_k_folds</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">stats_iter</span></em>, <em class="sig-param"><span class="n">nb_folds</span></em>, <em class="sig-param"><span class="n">stats_iter_random_states</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.execution.gen_k_folds" title="Permalink to this definition">¶</a></dt>
-<dd><p>Used to generate folds indices for cross validation for each statistical iteration.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters</dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><strong>stats_iter</strong> (<em>integer</em>) – Number of statistical iterations of the benchmark.</p></li>
-<li><p><strong>nb_folds</strong> (<em>integer</em>) – The number of cross-validation folds for the benchmark.</p></li>
-<li><p><strong>stats_iter_random_states</strong> (<em>list of numpy.random.RandomState</em>) – The random states for each statistical iteration.</p></li>
-</ul>
-</dd>
-<dt class="field-even">Returns</dt>
-<dd class="field-even"><p><strong>folds_list</strong> – For each statistical iteration a Kfold stratified (keeping the ratio between classes in each fold).</p>
-</dd>
-<dt class="field-odd">Return type</dt>
-<dd class="field-odd"><p>list of list of sklearn.model_selection.StratifiedKFold</p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py function">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.execution.gen_splits">
-<code class="sig-name descname">gen_splits</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">labels</span></em>, <em class="sig-param"><span class="n">split_ratio</span></em>, <em class="sig-param"><span class="n">stats_iter_random_states</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.execution.gen_splits" title="Permalink to this definition">¶</a></dt>
-<dd><p>Used to _gen the train/test splits using one or multiple random states.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters</dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><strong>labels</strong> (<em>numpy.ndarray</em>) – Name of the database.</p></li>
-<li><p><strong>split_ratio</strong> (<em>float</em>) – The ratio of examples between train and test set.</p></li>
-<li><p><strong>stats_iter_random_states</strong> (<em>list of numpy.random.RandomState</em>) – The random states for each statistical iteration.</p></li>
-</ul>
-</dd>
-<dt class="field-even">Returns</dt>
-<dd class="field-even"><p><strong>splits</strong> – For each statistical iteration a couple of numpy.ndarrays is stored with the indices for the training set and
-the ones of the testing set.</p>
-</dd>
-<dt class="field-odd">Return type</dt>
-<dd class="field-odd"><p>list of lists of numpy.ndarray</p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py function">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.execution.get_database_function">
-<code class="sig-name descname">get_database_function</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">name</span></em>, <em class="sig-param"><span class="n">type_var</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.execution.get_database_function" title="Permalink to this definition">¶</a></dt>
-<dd><p>Used to get the right database extraction function according to the type of database and it’s name</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters</dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><strong>name</strong> (<em>string</em>) – Name of the database.</p></li>
-<li><p><strong>type_var</strong> (<em>string</em>) – type of dataset hdf5 or csv</p></li>
-</ul>
-</dd>
-<dt class="field-even">Returns</dt>
-<dd class="field-even"><p><strong>getDatabase</strong> – The function that will be used to extract the database</p>
-</dd>
-<dt class="field-odd">Return type</dt>
-<dd class="field-odd"><p>function</p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py function">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.execution.init_log_file">
-<code class="sig-name descname">init_log_file</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">name</span></em>, <em class="sig-param"><span class="n">views</span></em>, <em class="sig-param"><span class="n">cl_type</span></em>, <em class="sig-param"><span class="n">log</span></em>, <em class="sig-param"><span class="n">debug</span></em>, <em class="sig-param"><span class="n">label</span></em>, <em class="sig-param"><span class="n">result_directory</span></em>, <em class="sig-param"><span class="n">args</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.execution.init_log_file" title="Permalink to this definition">¶</a></dt>
-<dd><p>Used to init the directory where the preds will be stored and the log file.</p>
-<p>First this function will check if the result directory already exists (only one per minute is allowed).</p>
-<p>If the the result directory name is available, it is created, and the logfile is initiated.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters</dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><strong>name</strong> (<em>string</em>) – Name of the database.</p></li>
-<li><p><strong>views</strong> (<em>list of strings</em>) – List of the view names that will be used in the benchmark.</p></li>
-<li><p><strong>cl_type</strong> (<em>list of strings</em>) – Type of benchmark that will be made .</p></li>
-<li><p><strong>log</strong> (<em>bool</em>) – Whether to show the log file in console or hide it.</p></li>
-<li><p><strong>debug</strong> (<em>bool</em>) – for debug option</p></li>
-<li><p><strong>label</strong> (<em>str for label</em>) – </p></li>
-<li><p><strong>result_directory</strong> (<em>str name of the result directory</em>) – </p></li>
-<li><p><strong>add_noise</strong> (<em>bool for add noise</em>) – </p></li>
-<li><p><strong>noise_std</strong> (<em>level of std noise</em>) – </p></li>
-</ul>
-</dd>
-<dt class="field-even">Returns</dt>
-<dd class="field-even"><p><strong>results_directory</strong> – Reference to the main results directory for the benchmark.</p>
-</dd>
-<dt class="field-odd">Return type</dt>
-<dd class="field-odd"><p>string</p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py function">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.execution.init_random_state">
-<code class="sig-name descname">init_random_state</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">random_state_arg</span></em>, <em class="sig-param"><span class="n">directory</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.execution.init_random_state" title="Permalink to this definition">¶</a></dt>
-<dd><p>Used to init a random state.
-If no random state is specified, it will generate a ‘random’ seed.
-If the <cite>randomSateArg</cite> is a string containing only numbers, it will be converted in</p>
-<blockquote>
-<div><p>an int to generate a seed.</p>
-</div></blockquote>
-<p>If the <cite>randomSateArg</cite> is a string with letters, it must be a path to a pickled random
-state file that will be loaded.
-The function will also pickle the new random state in a file tobe able to retrieve it later.
-Tested</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters</dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><strong>random_state_arg</strong> (<em>None</em><em> or </em><em>string</em>) – See function description.</p></li>
-<li><p><strong>directory</strong> (<em>string</em>) – Path to the results directory.</p></li>
-</ul>
-</dd>
-<dt class="field-even">Returns</dt>
-<dd class="field-even"><p><strong>random_state</strong> – This random state will be used all along the benchmark .</p>
-</dd>
-<dt class="field-odd">Return type</dt>
-<dd class="field-odd"><p>numpy.random.RandomState object</p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py function">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.execution.init_stats_iter_random_states">
-<code class="sig-name descname">init_stats_iter_random_states</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">stats_iter</span></em>, <em class="sig-param"><span class="n">random_state</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.execution.init_stats_iter_random_states" title="Permalink to this definition">¶</a></dt>
-<dd><p>Used to initialize multiple random states if needed because of multiple statistical iteration of the same benchmark</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters</dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><strong>stats_iter</strong> (<em>int</em>) – Number of statistical iterations of the same benchmark done (with a different random state).</p></li>
-<li><p><strong>random_state</strong> (<em>numpy.random.RandomState object</em>) – The random state of the whole experimentation, that will be used to generate the ones for each
-statistical iteration.</p></li>
-</ul>
-</dd>
-<dt class="field-even">Returns</dt>
-<dd class="field-even"><p><strong>stats_iter_random_states</strong> – Multiple random states, one for each sattistical iteration of the same benchmark.</p>
-</dd>
-<dt class="field-odd">Return type</dt>
-<dd class="field-odd"><p>list of numpy.random.RandomState objects</p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py function">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.execution.init_views">
-<code class="sig-name descname">init_views</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">dataset_var</span></em>, <em class="sig-param"><span class="n">arg_views</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.execution.init_views" title="Permalink to this definition">¶</a></dt>
-<dd><p>Used to return the views names that will be used by the
-benchmark, their indices and all the views names.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters</dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><strong>dataset_var</strong> (<em>HDF5 dataset file</em>) – The full dataset that wil be used by the benchmark.</p></li>
-<li><p><strong>arg_views</strong> (<em>list of strings</em>) – The views that will be used by the benchmark (arg).</p></li>
-</ul>
-</dd>
-<dt class="field-even">Returns</dt>
-<dd class="field-even"><p><ul class="simple">
-<li><p><strong>views</strong> (<em>list of strings</em>) – Names of the views that will be used by the benchmark.</p></li>
-<li><p><strong>view_indices</strong> (<em>list of ints</em>) – The list of the indices of the view that will be used in the benchmark (according to the dataset).</p></li>
-<li><p><strong>all_views</strong> (<em>list of strings</em>) – Names of all the available views in the dataset.</p></li>
-</ul>
-</p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py function">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.execution.parse_the_args">
-<code class="sig-name descname">parse_the_args</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">arguments</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.execution.parse_the_args" title="Permalink to this definition">¶</a></dt>
-<dd><p>Used to parse the args entered by the user</p>
-</dd></dl>
-
+<div class="section" id="multiview-platform-mono-multi-view-classifiers-utils-execution-module">
+<h2>multiview_platform.mono_multi_view_classifiers.utils.execution module<a class="headerlink" href="#multiview-platform-mono-multi-view-classifiers-utils-execution-module" title="Permalink to this headline">¶</a></h2>
</div>
-<div class="section" id="module-multiview_platform.mono_multi_view_classifiers.utils.get_multiview_db">
-<span id="multiview-platform-mono-multi-view-classifiers-utils-get-multiview-db-module"></span><h2>multiview_platform.mono_multi_view_classifiers.utils.get_multiview_db module<a class="headerlink" href="#module-multiview_platform.mono_multi_view_classifiers.utils.get_multiview_db" title="Permalink to this headline">¶</a></h2>
-<dl class="py exception">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.get_multiview_db.DatasetError">
-<em class="property">exception </em><code class="sig-name descname">DatasetError</code><span class="sig-paren">(</span><em class="sig-param"><span class="o">*</span><span class="n">args</span></em>, <em class="sig-param"><span class="o">**</span><span class="n">kwargs</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.get_multiview_db.DatasetError" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">Exception</span></code></p>
-</dd></dl>
-
-<dl class="py function">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.get_multiview_db.get_classic_db_csv">
-<code class="sig-name descname">get_classic_db_csv</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">views</span></em>, <em class="sig-param"><span class="n">pathF</span></em>, <em class="sig-param"><span class="n">nameDB</span></em>, <em class="sig-param"><span class="n">NB_CLASS</span></em>, <em class="sig-param"><span class="n">askedLabelsNames</span></em>, <em class="sig-param"><span class="n">random_state</span></em>, <em class="sig-param"><span class="n">full</span><span class="o">=</span><span class="default_value">False</span></em>, <em class="sig-param"><span class="n">add_noise</span><span class="o">=</span><span class="default_value">False</span></em>, <em class="sig-param"><span class="n">noise_std</span><span class="o">=</span><span class="default_value">0.15</span></em>, <em class="sig-param"><span class="n">delimiter</span><span class="o">=</span><span class="default_value">','</span></em>, <em class="sig-param"><span class="n">path_for_new</span><span class="o">=</span><span class="default_value">'../data/'</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.get_multiview_db.get_classic_db_csv" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py function">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.get_multiview_db.get_classic_db_hdf5">
-<code class="sig-name descname">get_classic_db_hdf5</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">views</span></em>, <em class="sig-param"><span class="n">path_f</span></em>, <em class="sig-param"><span class="n">name_DB</span></em>, <em class="sig-param"><span class="n">nb_class</span></em>, <em class="sig-param"><span class="n">asked_labels_names</span></em>, <em class="sig-param"><span class="n">random_state</span></em>, <em class="sig-param"><span class="n">full</span><span class="o">=</span><span class="default_value">False</span></em>, <em class="sig-param"><span class="n">add_noise</span><span class="o">=</span><span class="default_value">False</span></em>, <em class="sig-param"><span class="n">noise_std</span><span class="o">=</span><span class="default_value">0.15</span></em>, <em class="sig-param"><span class="n">path_for_new</span><span class="o">=</span><span class="default_value">'../data/'</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.get_multiview_db.get_classic_db_hdf5" title="Permalink to this definition">¶</a></dt>
-<dd><p>Used to load a hdf5 database</p>
-</dd></dl>
-
-<dl class="py function">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.get_multiview_db.get_plausible_db_hdf5">
-<code class="sig-name descname">get_plausible_db_hdf5</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">features</span></em>, <em class="sig-param"><span class="n">path</span></em>, <em class="sig-param"><span class="n">file_name</span></em>, <em class="sig-param"><span class="n">nb_class</span><span class="o">=</span><span class="default_value">3</span></em>, <em class="sig-param"><span class="n">label_names</span><span class="o">=</span><span class="default_value">[b'No', b'Yes', b'Maybe']</span></em>, <em class="sig-param"><span class="n">random_state</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">full</span><span class="o">=</span><span class="default_value">True</span></em>, <em class="sig-param"><span class="n">add_noise</span><span class="o">=</span><span class="default_value">False</span></em>, <em class="sig-param"><span class="n">noise_std</span><span class="o">=</span><span class="default_value">0.15</span></em>, <em class="sig-param"><span class="n">nb_view</span><span class="o">=</span><span class="default_value">3</span></em>, <em class="sig-param"><span class="n">nb_examples</span><span class="o">=</span><span class="default_value">100</span></em>, <em class="sig-param"><span class="n">nb_features</span><span class="o">=</span><span class="default_value">10</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.get_multiview_db.get_plausible_db_hdf5" title="Permalink to this definition">¶</a></dt>
-<dd><p>Used to generate a plausible dataset to test the algorithms</p>
-</dd></dl>
-
-<dl class="py function">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.get_multiview_db.make_me_noisy">
-<code class="sig-name descname">make_me_noisy</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">view_data</span></em>, <em class="sig-param"><span class="n">random_state</span></em>, <em class="sig-param"><span class="n">percentage</span><span class="o">=</span><span class="default_value">5</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.get_multiview_db.make_me_noisy" title="Permalink to this definition">¶</a></dt>
-<dd><p>used to introduce some noise in the generated data</p>
-</dd></dl>
-
+<div class="section" id="multiview-platform-mono-multi-view-classifiers-utils-get-multiview-db-module">
+<h2>multiview_platform.mono_multi_view_classifiers.utils.get_multiview_db module<a class="headerlink" href="#multiview-platform-mono-multi-view-classifiers-utils-get-multiview-db-module" title="Permalink to this headline">¶</a></h2>
</div>
-<div class="section" id="module-multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search">
-<span id="multiview-platform-mono-multi-view-classifiers-utils-hyper-parameter-search-module"></span><h2>multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search module<a class="headerlink" href="#module-multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search" title="Permalink to this headline">¶</a></h2>
-<dl class="py class">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.CustomRandint">
-<em class="property">class </em><code class="sig-name descname">CustomRandint</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">low</span><span class="o">=</span><span class="default_value">0</span></em>, <em class="sig-param"><span class="n">high</span><span class="o">=</span><span class="default_value">0</span></em>, <em class="sig-param"><span class="n">multiplier</span><span class="o">=</span><span class="default_value">''</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.CustomRandint" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></p>
-<p>Used as a distribution returning a integer between low and high-1.
-It can be used with a multiplier agrument to be able to perform more complex generation
-for example 10 e -(randint)</p>
-<dl class="py method">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.CustomRandint.get_nb_possibilities">
-<code class="sig-name descname">get_nb_possibilities</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.CustomRandint.get_nb_possibilities" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.CustomRandint.rvs">
-<code class="sig-name descname">rvs</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">random_state</span><span class="o">=</span><span class="default_value">None</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.CustomRandint.rvs" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.CustomUniform">
-<em class="property">class </em><code class="sig-name descname">CustomUniform</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">loc</span><span class="o">=</span><span class="default_value">0</span></em>, <em class="sig-param"><span class="n">state</span><span class="o">=</span><span class="default_value">1</span></em>, <em class="sig-param"><span class="n">multiplier</span><span class="o">=</span><span class="default_value">''</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.CustomUniform" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></p>
-<p>Used as a distribution returning a float between loc and loc + scale..
-It can be used with a multiplier agrument to be able to perform more complex generation
-for example 10 e -(float)</p>
-<dl class="py method">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.CustomUniform.rvs">
-<code class="sig-name descname">rvs</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">random_state</span><span class="o">=</span><span class="default_value">None</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.CustomUniform.rvs" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.Grid">
-<em class="property">class </em><code class="sig-name descname">Grid</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">estimator</span></em>, <em class="sig-param"><span class="n">param_grid</span><span class="o">=</span><span class="default_value">{}</span></em>, <em class="sig-param"><span class="n">refit</span><span class="o">=</span><span class="default_value">False</span></em>, <em class="sig-param"><span class="n">n_jobs</span><span class="o">=</span><span class="default_value">1</span></em>, <em class="sig-param"><span class="n">scoring</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">cv</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">learning_indices</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">view_indices</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">framework</span><span class="o">=</span><span class="default_value">'monoview'</span></em>, <em class="sig-param"><span class="n">random_state</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">track_tracebacks</span><span class="o">=</span><span class="default_value">True</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.Grid" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">sklearn.model_selection._search.GridSearchCV</span></code>, <a class="reference internal" href="#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.HPSearch" title="multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.HPSearch"><code class="xref py py-class docutils literal notranslate"><span class="pre">multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.HPSearch</span></code></a></p>
-<dl class="py method">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.Grid.fit">
-<code class="sig-name descname">fit</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">X</span></em>, <em class="sig-param"><span class="n">y</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">groups</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="o">**</span><span class="n">fit_params</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.Grid.fit" title="Permalink to this definition">¶</a></dt>
-<dd><p>Run fit with all sets of parameters.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters</dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><strong>X</strong> (<em>array-like of shape</em><em> (</em><em>n_samples</em><em>, </em><em>n_features</em><em>)</em>) – Training vector, where n_samples is the number of samples and
-n_features is the number of features.</p></li>
-<li><p><strong>y</strong> (<em>array-like of shape</em><em> (</em><em>n_samples</em><em>, </em><em>n_output</em><em>) or </em><em>(</em><em>n_samples</em><em>,</em><em>)</em><em>, </em><em>optional</em>) – Target relative to X for classification or regression;
-None for unsupervised learning.</p></li>
-<li><p><strong>groups</strong> (<em>array-like</em><em>, </em><em>with shape</em><em> (</em><em>n_samples</em><em>,</em><em>)</em><em>, </em><em>optional</em>) – Group labels for the samples used while splitting the dataset into
-train/test set. Only used in conjunction with a “Group” <span class="xref std std-term">cv</span>
-instance (e.g., <code class="xref py py-class docutils literal notranslate"><span class="pre">GroupKFold</span></code>).</p></li>
-<li><p><strong>**fit_params</strong> (<em>dict of string -> object</em>) – Parameters passed to the <code class="docutils literal notranslate"><span class="pre">fit</span></code> method of the estimator</p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.Grid.get_candidate_params">
-<code class="sig-name descname">get_candidate_params</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">X</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.Grid.get_candidate_params" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.HPSearch">
-<em class="property">class </em><code class="sig-name descname">HPSearch</code><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.HPSearch" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></p>
-<dl class="py method">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.HPSearch.fit_multiview">
-<code class="sig-name descname">fit_multiview</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">X</span></em>, <em class="sig-param"><span class="n">y</span></em>, <em class="sig-param"><span class="n">groups</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="o">**</span><span class="n">fit_params</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.HPSearch.fit_multiview" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.HPSearch.gen_report">
-<code class="sig-name descname">gen_report</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">output_file_name</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.HPSearch.gen_report" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.HPSearch.get_best_params">
-<code class="sig-name descname">get_best_params</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.HPSearch.get_best_params" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.HPSearch.get_candidate_params">
-<em class="property">abstract </em><code class="sig-name descname">get_candidate_params</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">X</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.HPSearch.get_candidate_params" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.HPSearch.get_scoring">
-<code class="sig-name descname">get_scoring</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">metric</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.HPSearch.get_scoring" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.Random">
-<em class="property">class </em><code class="sig-name descname">Random</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">estimator</span></em>, <em class="sig-param"><span class="n">param_distributions</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">n_iter</span><span class="o">=</span><span class="default_value">10</span></em>, <em class="sig-param"><span class="n">refit</span><span class="o">=</span><span class="default_value">False</span></em>, <em class="sig-param"><span class="n">n_jobs</span><span class="o">=</span><span class="default_value">1</span></em>, <em class="sig-param"><span class="n">scoring</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">cv</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">random_state</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">learning_indices</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">view_indices</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">framework</span><span class="o">=</span><span class="default_value">'monoview'</span></em>, <em class="sig-param"><span class="n">equivalent_draws</span><span class="o">=</span><span class="default_value">True</span></em>, <em class="sig-param"><span class="n">track_tracebacks</span><span class="o">=</span><span class="default_value">True</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.Random" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">sklearn.model_selection._search.RandomizedSearchCV</span></code>, <a class="reference internal" href="#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.HPSearch" title="multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.HPSearch"><code class="xref py py-class docutils literal notranslate"><span class="pre">multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.HPSearch</span></code></a></p>
-<dl class="py method">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.Random.fit">
-<code class="sig-name descname">fit</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">X</span></em>, <em class="sig-param"><span class="n">y</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">groups</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="o">**</span><span class="n">fit_params</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.Random.fit" title="Permalink to this definition">¶</a></dt>
-<dd><p>Run fit with all sets of parameters.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters</dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><strong>X</strong> (<em>array-like of shape</em><em> (</em><em>n_samples</em><em>, </em><em>n_features</em><em>)</em>) – Training vector, where n_samples is the number of samples and
-n_features is the number of features.</p></li>
-<li><p><strong>y</strong> (<em>array-like of shape</em><em> (</em><em>n_samples</em><em>, </em><em>n_output</em><em>) or </em><em>(</em><em>n_samples</em><em>,</em><em>)</em><em>, </em><em>optional</em>) – Target relative to X for classification or regression;
-None for unsupervised learning.</p></li>
-<li><p><strong>groups</strong> (<em>array-like</em><em>, </em><em>with shape</em><em> (</em><em>n_samples</em><em>,</em><em>)</em><em>, </em><em>optional</em>) – Group labels for the samples used while splitting the dataset into
-train/test set. Only used in conjunction with a “Group” <span class="xref std std-term">cv</span>
-instance (e.g., <code class="xref py py-class docutils literal notranslate"><span class="pre">GroupKFold</span></code>).</p></li>
-<li><p><strong>**fit_params</strong> (<em>dict of string -> object</em>) – Parameters passed to the <code class="docutils literal notranslate"><span class="pre">fit</span></code> method of the estimator</p></li>
-</ul>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.Random.get_candidate_params">
-<code class="sig-name descname">get_candidate_params</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">X</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.Random.get_candidate_params" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.Random.get_param_distribs">
-<code class="sig-name descname">get_param_distribs</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">estimator</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.Random.get_param_distribs" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-</dd></dl>
-
-<dl class="py function">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.format_params">
-<code class="sig-name descname">format_params</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">params</span></em>, <em class="sig-param"><span class="n">pref</span><span class="o">=</span><span class="default_value">''</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.format_params" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py function">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.gen_heat_maps">
-<code class="sig-name descname">gen_heat_maps</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">params</span></em>, <em class="sig-param"><span class="n">scores_array</span></em>, <em class="sig-param"><span class="n">output_file_name</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.gen_heat_maps" title="Permalink to this definition">¶</a></dt>
-<dd><p>Used to generate a heat map for each doublet of hyperparms
-optimized on the previous function</p>
-</dd></dl>
-
-<dl class="py function">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.spear_mint">
-<code class="sig-name descname">spear_mint</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">dataset</span></em>, <em class="sig-param"><span class="n">classifier_name</span></em>, <em class="sig-param"><span class="n">views_indices</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">k_folds</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">n_iter</span><span class="o">=</span><span class="default_value">1</span></em>, <em class="sig-param"><span class="o">**</span><span class="n">kwargs</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search.spear_mint" title="Permalink to this definition">¶</a></dt>
-<dd><p>Used to perform spearmint on the classifiers to optimize hyper parameters,
-longer than randomsearch (can’t be parallelized)</p>
-</dd></dl>
-
+<div class="section" id="multiview-platform-mono-multi-view-classifiers-utils-hyper-parameter-search-module">
+<h2>multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search module<a class="headerlink" href="#multiview-platform-mono-multi-view-classifiers-utils-hyper-parameter-search-module" title="Permalink to this headline">¶</a></h2>
</div>
-<div class="section" id="module-multiview_platform.mono_multi_view_classifiers.utils.make_file_config">
-<span id="multiview-platform-mono-multi-view-classifiers-utils-make-file-config-module"></span><h2>multiview_platform.mono_multi_view_classifiers.utils.make_file_config module<a class="headerlink" href="#module-multiview_platform.mono_multi_view_classifiers.utils.make_file_config" title="Permalink to this headline">¶</a></h2>
-<dl class="py class">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.make_file_config.ConfigurationMaker">
-<em class="property">class </em><code class="sig-name descname">ConfigurationMaker</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">classifier_dict</span><span class="o">=</span><span class="default_value">None</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.make_file_config.ConfigurationMaker" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></p>
-<p>Find the name of the classifier from the dict classier to report</p>
-</dd></dl>
-
+<div class="section" id="multiview-platform-mono-multi-view-classifiers-utils-make-file-config-module">
+<h2>multiview_platform.mono_multi_view_classifiers.utils.make_file_config module<a class="headerlink" href="#multiview-platform-mono-multi-view-classifiers-utils-make-file-config-module" title="Permalink to this headline">¶</a></h2>
</div>
-<div class="section" id="module-multiview_platform.mono_multi_view_classifiers.utils.multiclass">
-<span id="multiview-platform-mono-multi-view-classifiers-utils-multiclass-module"></span><h2>multiview_platform.mono_multi_view_classifiers.utils.multiclass module<a class="headerlink" href="#module-multiview_platform.mono_multi_view_classifiers.utils.multiclass" title="Permalink to this headline">¶</a></h2>
-<dl class="py class">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.multiclass.MonoviewWrapper">
-<em class="property">class </em><code class="sig-name descname">MonoviewWrapper</code><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MonoviewWrapper" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <a class="reference internal" href="#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiClassWrapper" title="multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiClassWrapper"><code class="xref py py-class docutils literal notranslate"><span class="pre">multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiClassWrapper</span></code></a></p>
-</dd></dl>
-
-<dl class="py class">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiClassWrapper">
-<em class="property">class </em><code class="sig-name descname">MultiClassWrapper</code><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiClassWrapper" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></p>
-<dl class="py method">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiClassWrapper.format_params">
-<code class="sig-name descname">format_params</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">params</span></em>, <em class="sig-param"><span class="n">deep</span><span class="o">=</span><span class="default_value">True</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiClassWrapper.format_params" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiClassWrapper.get_config">
-<code class="sig-name descname">get_config</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiClassWrapper.get_config" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiClassWrapper.get_interpretation">
-<code class="sig-name descname">get_interpretation</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">directory</span></em>, <em class="sig-param"><span class="n">base_file_name</span></em>, <em class="sig-param"><span class="n">y_test</span><span class="o">=</span><span class="default_value">None</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiClassWrapper.get_interpretation" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiClassWrapper.set_params">
-<code class="sig-name descname">set_params</code><span class="sig-paren">(</span><em class="sig-param"><span class="o">**</span><span class="n">params</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiClassWrapper.set_params" title="Permalink to this definition">¶</a></dt>
-<dd><p>This function is useful in order for the OV_Wrappers to be transparent
-in terms of parameters.
-If we remove it the parameters have to be specified as estimator__param.
-Witch is not relevant for the platform</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewOVOWrapper">
-<em class="property">class </em><code class="sig-name descname">MultiviewOVOWrapper</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">estimator</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="o">**</span><span class="n">args</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewOVOWrapper" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <a class="reference internal" href="#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewWrapper" title="multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewWrapper"><code class="xref py py-class docutils literal notranslate"><span class="pre">multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewWrapper</span></code></a>, <code class="xref py py-class docutils literal notranslate"><span class="pre">sklearn.multiclass.OneVsOneClassifier</span></code></p>
-<dl class="py method">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewOVOWrapper.fit">
-<code class="sig-name descname">fit</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">X</span></em>, <em class="sig-param"><span class="n">y</span></em>, <em class="sig-param"><span class="n">train_indices</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">view_indices</span><span class="o">=</span><span class="default_value">None</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewOVOWrapper.fit" title="Permalink to this definition">¶</a></dt>
-<dd><p>Fit underlying estimators.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters</dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><strong>X</strong> (<em>(</em><em>sparse</em><em>) </em><em>array-like of shape</em><em> (</em><em>n_samples</em><em>, </em><em>n_features</em><em>)</em>) – Data.</p></li>
-<li><p><strong>y</strong> (<em>array-like of shape</em><em> (</em><em>n_samples</em><em>,</em><em>)</em>) – Multi-class targets.</p></li>
-</ul>
-</dd>
-<dt class="field-even">Returns</dt>
-<dd class="field-even"><p></p>
-</dd>
-<dt class="field-odd">Return type</dt>
-<dd class="field-odd"><p>self</p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewOVOWrapper.get_params">
-<code class="sig-name descname">get_params</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">deep</span><span class="o">=</span><span class="default_value">True</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewOVOWrapper.get_params" title="Permalink to this definition">¶</a></dt>
-<dd><p>Get parameters for this estimator.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters</dt>
-<dd class="field-odd"><p><strong>deep</strong> (<em>bool</em><em>, </em><em>default=True</em>) – If True, will return the parameters for this estimator and
-contained subobjects that are estimators.</p>
-</dd>
-<dt class="field-even">Returns</dt>
-<dd class="field-even"><p><strong>params</strong> – Parameter names mapped to their values.</p>
-</dd>
-<dt class="field-odd">Return type</dt>
-<dd class="field-odd"><p>mapping of string to any</p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewOVOWrapper.multiview_decision_function">
-<code class="sig-name descname">multiview_decision_function</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">X</span></em>, <em class="sig-param"><span class="n">example_indices</span></em>, <em class="sig-param"><span class="n">view_indices</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewOVOWrapper.multiview_decision_function" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewOVOWrapper.predict">
-<code class="sig-name descname">predict</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">X</span></em>, <em class="sig-param"><span class="n">example_indices</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">view_indices</span><span class="o">=</span><span class="default_value">None</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewOVOWrapper.predict" title="Permalink to this definition">¶</a></dt>
-<dd><p>Estimate the best class label for each sample in X.</p>
-<p>This is implemented as <code class="docutils literal notranslate"><span class="pre">argmax(decision_function(X),</span> <span class="pre">axis=1)</span></code> which
-will return the label of the class with most votes by estimators
-predicting the outcome of a decision for each possible class pair.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters</dt>
-<dd class="field-odd"><p><strong>X</strong> (<em>(</em><em>sparse</em><em>) </em><em>array-like of shape</em><em> (</em><em>n_samples</em><em>, </em><em>n_features</em><em>)</em>) – Data.</p>
-</dd>
-<dt class="field-even">Returns</dt>
-<dd class="field-even"><p><strong>y</strong> – Predicted multi-class targets.</p>
-</dd>
-<dt class="field-odd">Return type</dt>
-<dd class="field-odd"><p>numpy array of shape [n_samples]</p>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewOVRWrapper">
-<em class="property">class </em><code class="sig-name descname">MultiviewOVRWrapper</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">estimator</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="o">**</span><span class="n">args</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewOVRWrapper" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <a class="reference internal" href="#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewWrapper" title="multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewWrapper"><code class="xref py py-class docutils literal notranslate"><span class="pre">multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewWrapper</span></code></a>, <code class="xref py py-class docutils literal notranslate"><span class="pre">sklearn.multiclass.OneVsRestClassifier</span></code></p>
-<dl class="py method">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewOVRWrapper.fit">
-<code class="sig-name descname">fit</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">X</span></em>, <em class="sig-param"><span class="n">y</span></em>, <em class="sig-param"><span class="n">train_indices</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">view_indices</span><span class="o">=</span><span class="default_value">None</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewOVRWrapper.fit" title="Permalink to this definition">¶</a></dt>
-<dd><p>Fit underlying estimators.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters</dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><strong>X</strong> (<em>(</em><em>sparse</em><em>) </em><em>array-like of shape</em><em> (</em><em>n_samples</em><em>, </em><em>n_features</em><em>)</em>) – Data.</p></li>
-<li><p><strong>y</strong> (<em>(</em><em>sparse</em><em>) </em><em>array-like of shape</em><em> (</em><em>n_samples</em><em>,</em><em>) or </em><em>(</em><em>n_samples</em><em>, </em><em>n_classes</em><em>)</em>) – Multi-class targets. An indicator matrix turns on multilabel
-classification.</p></li>
-</ul>
-</dd>
-<dt class="field-even">Returns</dt>
-<dd class="field-even"><p></p>
-</dd>
-<dt class="field-odd">Return type</dt>
-<dd class="field-odd"><p>self</p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewOVRWrapper.get_params">
-<code class="sig-name descname">get_params</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">deep</span><span class="o">=</span><span class="default_value">True</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewOVRWrapper.get_params" title="Permalink to this definition">¶</a></dt>
-<dd><p>Get parameters for this estimator.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters</dt>
-<dd class="field-odd"><p><strong>deep</strong> (<em>bool</em><em>, </em><em>default=True</em>) – If True, will return the parameters for this estimator and
-contained subobjects that are estimators.</p>
-</dd>
-<dt class="field-even">Returns</dt>
-<dd class="field-even"><p><strong>params</strong> – Parameter names mapped to their values.</p>
-</dd>
-<dt class="field-odd">Return type</dt>
-<dd class="field-odd"><p>mapping of string to any</p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewOVRWrapper.predict">
-<code class="sig-name descname">predict</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">X</span></em>, <em class="sig-param"><span class="n">example_indices</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">view_indices</span><span class="o">=</span><span class="default_value">None</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewOVRWrapper.predict" title="Permalink to this definition">¶</a></dt>
-<dd><p>Predict multi-class targets using underlying estimators.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters</dt>
-<dd class="field-odd"><p><strong>X</strong> (<em>(</em><em>sparse</em><em>) </em><em>array-like of shape</em><em> (</em><em>n_samples</em><em>, </em><em>n_features</em><em>)</em>) – Data.</p>
-</dd>
-<dt class="field-even">Returns</dt>
-<dd class="field-even"><p><strong>y</strong> – Predicted multi-class targets.</p>
-</dd>
-<dt class="field-odd">Return type</dt>
-<dd class="field-odd"><p>(sparse) array-like of shape (n_samples,) or (n_samples, n_classes)</p>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewWrapper">
-<em class="property">class </em><code class="sig-name descname">MultiviewWrapper</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">estimator</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="o">**</span><span class="n">args</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiviewWrapper" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <a class="reference internal" href="#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiClassWrapper" title="multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiClassWrapper"><code class="xref py py-class docutils literal notranslate"><span class="pre">multiview_platform.mono_multi_view_classifiers.utils.multiclass.MultiClassWrapper</span></code></a></p>
-</dd></dl>
-
-<dl class="py class">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.multiclass.OVOWrapper">
-<em class="property">class </em><code class="sig-name descname">OVOWrapper</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">estimator</span></em>, <em class="sig-param"><span class="n">n_jobs</span><span class="o">=</span><span class="default_value">None</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.multiclass.OVOWrapper" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <a class="reference internal" href="#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MonoviewWrapper" title="multiview_platform.mono_multi_view_classifiers.utils.multiclass.MonoviewWrapper"><code class="xref py py-class docutils literal notranslate"><span class="pre">multiview_platform.mono_multi_view_classifiers.utils.multiclass.MonoviewWrapper</span></code></a>, <code class="xref py py-class docutils literal notranslate"><span class="pre">sklearn.multiclass.OneVsOneClassifier</span></code></p>
-<dl class="py method">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.multiclass.OVOWrapper.decision_function">
-<code class="sig-name descname">decision_function</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">X</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.multiclass.OVOWrapper.decision_function" title="Permalink to this definition">¶</a></dt>
-<dd><p>Decision function for the OneVsOneClassifier.</p>
-<p>The decision values for the samples are computed by adding the
-normalized sum of pair-wise classification confidence levels to the
-votes in order to disambiguate between the decision values when the
-votes for all the classes are equal leading to a tie.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters</dt>
-<dd class="field-odd"><p><strong>X</strong> (<em>array-like of shape</em><em> (</em><em>n_samples</em><em>, </em><em>n_features</em><em>)</em>) – </p>
-</dd>
-<dt class="field-even">Returns</dt>
-<dd class="field-even"><p><strong>Y</strong></p>
-</dd>
-<dt class="field-odd">Return type</dt>
-<dd class="field-odd"><p>array-like of shape (n_samples, n_classes)</p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.multiclass.OVOWrapper.get_params">
-<code class="sig-name descname">get_params</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">deep</span><span class="o">=</span><span class="default_value">True</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.multiclass.OVOWrapper.get_params" title="Permalink to this definition">¶</a></dt>
-<dd><p>Get parameters for this estimator.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters</dt>
-<dd class="field-odd"><p><strong>deep</strong> (<em>bool</em><em>, </em><em>default=True</em>) – If True, will return the parameters for this estimator and
-contained subobjects that are estimators.</p>
-</dd>
-<dt class="field-even">Returns</dt>
-<dd class="field-even"><p><strong>params</strong> – Parameter names mapped to their values.</p>
-</dd>
-<dt class="field-odd">Return type</dt>
-<dd class="field-odd"><p>mapping of string to any</p>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.multiclass.OVRWrapper">
-<em class="property">class </em><code class="sig-name descname">OVRWrapper</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">estimator</span></em>, <em class="sig-param"><span class="n">n_jobs</span><span class="o">=</span><span class="default_value">None</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.multiclass.OVRWrapper" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <a class="reference internal" href="#multiview_platform.mono_multi_view_classifiers.utils.multiclass.MonoviewWrapper" title="multiview_platform.mono_multi_view_classifiers.utils.multiclass.MonoviewWrapper"><code class="xref py py-class docutils literal notranslate"><span class="pre">multiview_platform.mono_multi_view_classifiers.utils.multiclass.MonoviewWrapper</span></code></a>, <code class="xref py py-class docutils literal notranslate"><span class="pre">sklearn.multiclass.OneVsRestClassifier</span></code></p>
-<dl class="py method">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.multiclass.OVRWrapper.get_params">
-<code class="sig-name descname">get_params</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">deep</span><span class="o">=</span><span class="default_value">True</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.multiclass.OVRWrapper.get_params" title="Permalink to this definition">¶</a></dt>
-<dd><p>Get parameters for this estimator.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters</dt>
-<dd class="field-odd"><p><strong>deep</strong> (<em>bool</em><em>, </em><em>default=True</em>) – If True, will return the parameters for this estimator and
-contained subobjects that are estimators.</p>
-</dd>
-<dt class="field-even">Returns</dt>
-<dd class="field-even"><p><strong>params</strong> – Parameter names mapped to their values.</p>
-</dd>
-<dt class="field-odd">Return type</dt>
-<dd class="field-odd"><p>mapping of string to any</p>
-</dd>
-</dl>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py function">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.multiclass.get_mc_estim">
-<code class="sig-name descname">get_mc_estim</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">estimator</span></em>, <em class="sig-param"><span class="n">random_state</span></em>, <em class="sig-param"><span class="n">y</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">multiview</span><span class="o">=</span><span class="default_value">False</span></em>, <em class="sig-param"><span class="n">multiclass</span><span class="o">=</span><span class="default_value">False</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.multiclass.get_mc_estim" title="Permalink to this definition">¶</a></dt>
-<dd><p>Used to get a multiclass-compatible estimator if the one in param does not natively support multiclass.
-If perdict_proba is available in the asked estimator, a One Versus Rest wrapper is returned,
-else, a One Versus One wrapper is returned.</p>
-<p>To be able to deal with multiview algorithm, multiview wrappers are implemented separately.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters</dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><strong>estimator</strong> (<em>sklearn-like estimator</em>) – Asked estimator</p></li>
-<li><p><strong>y</strong> (<em>numpy.array</em>) – The labels of the problem</p></li>
-<li><p><strong>random_state</strong> (<em>numpy.random.RandomState object</em>) – The random state, used to generate a fake multiclass problem</p></li>
-<li><p><strong>multiview</strong> (<em>bool</em>) – If True, mutliview-compatible wrappers are returned.</p></li>
-</ul>
-</dd>
-<dt class="field-even">Returns</dt>
-<dd class="field-even"><p><strong>estimator</strong> – Either the aksed estimator, or a multiclass-compatible wrapper over the asked estimator</p>
-</dd>
-<dt class="field-odd">Return type</dt>
-<dd class="field-odd"><p>sklearn-like estimator</p>
-</dd>
-</dl>
-</dd></dl>
-
+<div class="section" id="multiview-platform-mono-multi-view-classifiers-utils-multiclass-module">
+<h2>multiview_platform.mono_multi_view_classifiers.utils.multiclass module<a class="headerlink" href="#multiview-platform-mono-multi-view-classifiers-utils-multiclass-module" title="Permalink to this headline">¶</a></h2>
</div>
-<div class="section" id="module-multiview_platform.mono_multi_view_classifiers.utils.multiview_result_analysis">
-<span id="multiview-platform-mono-multi-view-classifiers-utils-multiview-result-analysis-module"></span><h2>multiview_platform.mono_multi_view_classifiers.utils.multiview_result_analysis module<a class="headerlink" href="#module-multiview_platform.mono_multi_view_classifiers.utils.multiview_result_analysis" title="Permalink to this headline">¶</a></h2>
-<dl class="py function">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.multiview_result_analysis.get_metrics_scores">
-<code class="sig-name descname">get_metrics_scores</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">metrics_var</span></em>, <em class="sig-param"><span class="n">train_labels</span></em>, <em class="sig-param"><span class="n">test_labels</span></em>, <em class="sig-param"><span class="n">validation_indices</span></em>, <em class="sig-param"><span class="n">learning_indices</span></em>, <em class="sig-param"><span class="n">labels</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.multiview_result_analysis.get_metrics_scores" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py function">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.multiview_result_analysis.get_total_metric_scores">
-<code class="sig-name descname">get_total_metric_scores</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">metric</span></em>, <em class="sig-param"><span class="n">train_labels</span></em>, <em class="sig-param"><span class="n">test_labels</span></em>, <em class="sig-param"><span class="n">validation_indices</span></em>, <em class="sig-param"><span class="n">learning_indices</span></em>, <em class="sig-param"><span class="n">labels</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.multiview_result_analysis.get_total_metric_scores" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py function">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.multiview_result_analysis.print_metric_score">
-<code class="sig-name descname">print_metric_score</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">metric_scores</span></em>, <em class="sig-param"><span class="n">metrics</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.multiview_result_analysis.print_metric_score" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
+<div class="section" id="multiview-platform-mono-multi-view-classifiers-utils-multiview-result-analysis-module">
+<h2>multiview_platform.mono_multi_view_classifiers.utils.multiview_result_analysis module<a class="headerlink" href="#multiview-platform-mono-multi-view-classifiers-utils-multiview-result-analysis-module" title="Permalink to this headline">¶</a></h2>
</div>
-<div class="section" id="module-multiview_platform.mono_multi_view_classifiers.utils.transformations">
-<span id="multiview-platform-mono-multi-view-classifiers-utils-transformations-module"></span><h2>multiview_platform.mono_multi_view_classifiers.utils.transformations module<a class="headerlink" href="#module-multiview_platform.mono_multi_view_classifiers.utils.transformations" title="Permalink to this headline">¶</a></h2>
-<dl class="py function">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.transformations.sign_labels">
-<code class="sig-name descname">sign_labels</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">labels</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.transformations.sign_labels" title="Permalink to this definition">¶</a></dt>
-<dd><p>Returns a label array with (-1,1) as labels.
-If labels was already made of (-1,1), returns labels.
-If labels is made of (0,1), returns labels with all
-zeros transformed in -1.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters</dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><strong>labels</strong> – </p></li>
-<li><p><strong>original label numpy array</strong> (<em>The</em>) – </p></li>
-</ul>
-</dd>
-<dt class="field-even">Returns</dt>
-<dd class="field-even"><p></p>
-</dd>
-<dt class="field-odd">Return type</dt>
-<dd class="field-odd"><p>A np.array with labels made of (-1,1)</p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py function">
-<dt id="multiview_platform.mono_multi_view_classifiers.utils.transformations.unsign_labels">
-<code class="sig-name descname">unsign_labels</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">labels</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.mono_multi_view_classifiers.utils.transformations.unsign_labels" title="Permalink to this definition">¶</a></dt>
-<dd><p>The inverse function</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters</dt>
-<dd class="field-odd"><p><strong>labels</strong> – </p>
-</dd>
-</dl>
-</dd></dl>
-
+<div class="section" id="multiview-platform-mono-multi-view-classifiers-utils-transformations-module">
+<h2>multiview_platform.mono_multi_view_classifiers.utils.transformations module<a class="headerlink" href="#multiview-platform-mono-multi-view-classifiers-utils-transformations-module" title="Permalink to this headline">¶</a></h2>
</div>
-<div class="section" id="module-multiview_platform.mono_multi_view_classifiers.utils">
-<span id="module-contents"></span><h2>Module contents<a class="headerlink" href="#module-multiview_platform.mono_multi_view_classifiers.utils" title="Permalink to this headline">¶</a></h2>
+<div class="section" id="module-contents">
+<h2>Module contents<a class="headerlink" href="#module-contents" title="Permalink to this headline">¶</a></h2>
</div>
</div>
@@ -1339,16 +95,16 @@ zeros transformed in -1.</p>
<ul>
<li><a class="reference internal" href="#">multiview_platform.mono_multi_view_classifiers.utils package</a><ul>
<li><a class="reference internal" href="#submodules">Submodules</a></li>
-<li><a class="reference internal" href="#module-multiview_platform.mono_multi_view_classifiers.utils.configuration">multiview_platform.mono_multi_view_classifiers.utils.configuration module</a></li>
-<li><a class="reference internal" href="#module-multiview_platform.mono_multi_view_classifiers.utils.dataset">multiview_platform.mono_multi_view_classifiers.utils.dataset module</a></li>
-<li><a class="reference internal" href="#module-multiview_platform.mono_multi_view_classifiers.utils.execution">multiview_platform.mono_multi_view_classifiers.utils.execution module</a></li>
-<li><a class="reference internal" href="#module-multiview_platform.mono_multi_view_classifiers.utils.get_multiview_db">multiview_platform.mono_multi_view_classifiers.utils.get_multiview_db module</a></li>
-<li><a class="reference internal" href="#module-multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search">multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search module</a></li>
-<li><a class="reference internal" href="#module-multiview_platform.mono_multi_view_classifiers.utils.make_file_config">multiview_platform.mono_multi_view_classifiers.utils.make_file_config module</a></li>
-<li><a class="reference internal" href="#module-multiview_platform.mono_multi_view_classifiers.utils.multiclass">multiview_platform.mono_multi_view_classifiers.utils.multiclass module</a></li>
-<li><a class="reference internal" href="#module-multiview_platform.mono_multi_view_classifiers.utils.multiview_result_analysis">multiview_platform.mono_multi_view_classifiers.utils.multiview_result_analysis module</a></li>
-<li><a class="reference internal" href="#module-multiview_platform.mono_multi_view_classifiers.utils.transformations">multiview_platform.mono_multi_view_classifiers.utils.transformations module</a></li>
-<li><a class="reference internal" href="#module-multiview_platform.mono_multi_view_classifiers.utils">Module contents</a></li>
+<li><a class="reference internal" href="#multiview-platform-mono-multi-view-classifiers-utils-configuration-module">multiview_platform.mono_multi_view_classifiers.utils.configuration module</a></li>
+<li><a class="reference internal" href="#multiview-platform-mono-multi-view-classifiers-utils-dataset-module">multiview_platform.mono_multi_view_classifiers.utils.dataset module</a></li>
+<li><a class="reference internal" href="#multiview-platform-mono-multi-view-classifiers-utils-execution-module">multiview_platform.mono_multi_view_classifiers.utils.execution module</a></li>
+<li><a class="reference internal" href="#multiview-platform-mono-multi-view-classifiers-utils-get-multiview-db-module">multiview_platform.mono_multi_view_classifiers.utils.get_multiview_db module</a></li>
+<li><a class="reference internal" href="#multiview-platform-mono-multi-view-classifiers-utils-hyper-parameter-search-module">multiview_platform.mono_multi_view_classifiers.utils.hyper_parameter_search module</a></li>
+<li><a class="reference internal" href="#multiview-platform-mono-multi-view-classifiers-utils-make-file-config-module">multiview_platform.mono_multi_view_classifiers.utils.make_file_config module</a></li>
+<li><a class="reference internal" href="#multiview-platform-mono-multi-view-classifiers-utils-multiclass-module">multiview_platform.mono_multi_view_classifiers.utils.multiclass module</a></li>
+<li><a class="reference internal" href="#multiview-platform-mono-multi-view-classifiers-utils-multiview-result-analysis-module">multiview_platform.mono_multi_view_classifiers.utils.multiview_result_analysis module</a></li>
+<li><a class="reference internal" href="#multiview-platform-mono-multi-view-classifiers-utils-transformations-module">multiview_platform.mono_multi_view_classifiers.utils.transformations module</a></li>
+<li><a class="reference internal" href="#module-contents">Module contents</a></li>
</ul>
</li>
</ul>
diff --git a/docs/build/references/multiview_platform.tests.html b/docs/build/references/multiview_platform.tests.html
index a0ddb012..a38fde72 100644
--- a/docs/build/references/multiview_platform.tests.html
+++ b/docs/build/references/multiview_platform.tests.html
@@ -1,9 +1,11 @@
-<!DOCTYPE html>
+<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
+ "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
-<html>
+<html xmlns="http://www.w3.org/1999/xhtml">
<head>
- <meta charset="utf-8" />
+ <meta http-equiv="X-UA-Compatible" content="IE=Edge" />
+ <meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<title>multiview_platform.tests package — SuMMIT 0 documentation</title>
<link rel="stylesheet" href="../_static/classic.css" type="text/css" />
<link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
@@ -53,22 +55,22 @@
<ul>
<li class="toctree-l1"><a class="reference internal" href="multiview_platform.tests.test_metrics.html">multiview_platform.tests.test_metrics package</a><ul>
<li class="toctree-l2"><a class="reference internal" href="multiview_platform.tests.test_metrics.html#submodules">Submodules</a></li>
-<li class="toctree-l2"><a class="reference internal" href="multiview_platform.tests.test_metrics.html#module-multiview_platform.tests.test_metrics.test_accuracy_score">multiview_platform.tests.test_metrics.test_accuracy_score module</a></li>
-<li class="toctree-l2"><a class="reference internal" href="multiview_platform.tests.test_metrics.html#module-multiview_platform.tests.test_metrics">Module contents</a></li>
+<li class="toctree-l2"><a class="reference internal" href="multiview_platform.tests.test_metrics.html#multiview-platform-tests-test-metrics-test-accuracy-score-module">multiview_platform.tests.test_metrics.test_accuracy_score module</a></li>
+<li class="toctree-l2"><a class="reference internal" href="multiview_platform.tests.test_metrics.html#module-contents">Module contents</a></li>
</ul>
</li>
<li class="toctree-l1"><a class="reference internal" href="multiview_platform.tests.test_mono_view.html">multiview_platform.tests.test_mono_view package</a><ul>
<li class="toctree-l2"><a class="reference internal" href="multiview_platform.tests.test_mono_view.html#submodules">Submodules</a></li>
-<li class="toctree-l2"><a class="reference internal" href="multiview_platform.tests.test_mono_view.html#module-multiview_platform.tests.test_mono_view.test_ExecClassifMonoView">multiview_platform.tests.test_mono_view.test_ExecClassifMonoView module</a></li>
-<li class="toctree-l2"><a class="reference internal" href="multiview_platform.tests.test_mono_view.html#module-multiview_platform.tests.test_mono_view.test_MonoviewUtils">multiview_platform.tests.test_mono_view.test_MonoviewUtils module</a></li>
-<li class="toctree-l2"><a class="reference internal" href="multiview_platform.tests.test_mono_view.html#module-multiview_platform.tests.test_mono_view">Module contents</a></li>
+<li class="toctree-l2"><a class="reference internal" href="multiview_platform.tests.test_mono_view.html#multiview-platform-tests-test-mono-view-test-execclassifmonoview-module">multiview_platform.tests.test_mono_view.test_ExecClassifMonoView module</a></li>
+<li class="toctree-l2"><a class="reference internal" href="multiview_platform.tests.test_mono_view.html#multiview-platform-tests-test-mono-view-test-monoviewutils-module">multiview_platform.tests.test_mono_view.test_MonoviewUtils module</a></li>
+<li class="toctree-l2"><a class="reference internal" href="multiview_platform.tests.test_mono_view.html#module-contents">Module contents</a></li>
</ul>
</li>
<li class="toctree-l1"><a class="reference internal" href="multiview_platform.tests.test_monoview_classifiers.html">multiview_platform.tests.test_monoview_classifiers package</a><ul>
<li class="toctree-l2"><a class="reference internal" href="multiview_platform.tests.test_monoview_classifiers.html#submodules">Submodules</a></li>
-<li class="toctree-l2"><a class="reference internal" href="multiview_platform.tests.test_monoview_classifiers.html#module-multiview_platform.tests.test_monoview_classifiers.test_adaboost">multiview_platform.tests.test_monoview_classifiers.test_adaboost module</a></li>
-<li class="toctree-l2"><a class="reference internal" href="multiview_platform.tests.test_monoview_classifiers.html#module-multiview_platform.tests.test_monoview_classifiers.test_compatibility">multiview_platform.tests.test_monoview_classifiers.test_compatibility module</a></li>
-<li class="toctree-l2"><a class="reference internal" href="multiview_platform.tests.test_monoview_classifiers.html#module-multiview_platform.tests.test_monoview_classifiers">Module contents</a></li>
+<li class="toctree-l2"><a class="reference internal" href="multiview_platform.tests.test_monoview_classifiers.html#multiview-platform-tests-test-monoview-classifiers-test-adaboost-module">multiview_platform.tests.test_monoview_classifiers.test_adaboost module</a></li>
+<li class="toctree-l2"><a class="reference internal" href="multiview_platform.tests.test_monoview_classifiers.html#multiview-platform-tests-test-monoview-classifiers-test-compatibility-module">multiview_platform.tests.test_monoview_classifiers.test_compatibility module</a></li>
+<li class="toctree-l2"><a class="reference internal" href="multiview_platform.tests.test_monoview_classifiers.html#module-contents">Module contents</a></li>
</ul>
</li>
<li class="toctree-l1"><a class="reference internal" href="multiview_platform.tests.test_multiview_classifiers.html">multiview_platform.tests.test_multiview_classifiers package</a><ul>
@@ -108,24 +110,24 @@
</li>
<li class="toctree-l3"><a class="reference internal" href="multiview_platform.tests.test_multiview_classifiers.Test_PseudoCQMeasure.html">multiview_platform.tests.test_multiview_classifiers.Test_PseudoCQMeasure package</a><ul>
<li class="toctree-l4"><a class="reference internal" href="multiview_platform.tests.test_multiview_classifiers.Test_PseudoCQMeasure.html#submodules">Submodules</a></li>
-<li class="toctree-l4"><a class="reference internal" href="multiview_platform.tests.test_multiview_classifiers.Test_PseudoCQMeasure.html#module-multiview_platform.tests.test_multiview_classifiers.Test_PseudoCQMeasure.test_PseudoCQFusionModule">multiview_platform.tests.test_multiview_classifiers.Test_PseudoCQMeasure.test_PseudoCQFusionModule module</a></li>
-<li class="toctree-l4"><a class="reference internal" href="multiview_platform.tests.test_multiview_classifiers.Test_PseudoCQMeasure.html#module-multiview_platform.tests.test_multiview_classifiers.Test_PseudoCQMeasure">Module contents</a></li>
+<li class="toctree-l4"><a class="reference internal" href="multiview_platform.tests.test_multiview_classifiers.Test_PseudoCQMeasure.html#multiview-platform-tests-test-multiview-classifiers-test-pseudocqmeasure-test-pseudocqfusionmodule-module">multiview_platform.tests.test_multiview_classifiers.Test_PseudoCQMeasure.test_PseudoCQFusionModule module</a></li>
+<li class="toctree-l4"><a class="reference internal" href="multiview_platform.tests.test_multiview_classifiers.Test_PseudoCQMeasure.html#module-contents">Module contents</a></li>
</ul>
</li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="multiview_platform.tests.test_multiview_classifiers.html#submodules">Submodules</a></li>
-<li class="toctree-l2"><a class="reference internal" href="multiview_platform.tests.test_multiview_classifiers.html#module-multiview_platform.tests.test_multiview_classifiers.test_diversity_utils">multiview_platform.tests.test_multiview_classifiers.test_diversity_utils module</a></li>
-<li class="toctree-l2"><a class="reference internal" href="multiview_platform.tests.test_multiview_classifiers.html#module-multiview_platform.tests.test_multiview_classifiers">Module contents</a></li>
+<li class="toctree-l2"><a class="reference internal" href="multiview_platform.tests.test_multiview_classifiers.html#multiview-platform-tests-test-multiview-classifiers-test-diversity-utils-module">multiview_platform.tests.test_multiview_classifiers.test_diversity_utils module</a></li>
+<li class="toctree-l2"><a class="reference internal" href="multiview_platform.tests.test_multiview_classifiers.html#module-contents">Module contents</a></li>
</ul>
</li>
<li class="toctree-l1"><a class="reference internal" href="multiview_platform.tests.test_utils.html">multiview_platform.tests.test_utils package</a><ul>
<li class="toctree-l2"><a class="reference internal" href="multiview_platform.tests.test_utils.html#submodules">Submodules</a></li>
-<li class="toctree-l2"><a class="reference internal" href="multiview_platform.tests.test_utils.html#module-multiview_platform.tests.test_utils.test_GetMultiviewDB">multiview_platform.tests.test_utils.test_GetMultiviewDB module</a></li>
-<li class="toctree-l2"><a class="reference internal" href="multiview_platform.tests.test_utils.html#module-multiview_platform.tests.test_utils.test_configuration">multiview_platform.tests.test_utils.test_configuration module</a></li>
-<li class="toctree-l2"><a class="reference internal" href="multiview_platform.tests.test_utils.html#module-multiview_platform.tests.test_utils.test_execution">multiview_platform.tests.test_utils.test_execution module</a></li>
-<li class="toctree-l2"><a class="reference internal" href="multiview_platform.tests.test_utils.html#module-multiview_platform.tests.test_utils.test_multiclass">multiview_platform.tests.test_utils.test_multiclass module</a></li>
-<li class="toctree-l2"><a class="reference internal" href="multiview_platform.tests.test_utils.html#module-multiview_platform.tests.test_utils">Module contents</a></li>
+<li class="toctree-l2"><a class="reference internal" href="multiview_platform.tests.test_utils.html#multiview-platform-tests-test-utils-test-getmultiviewdb-module">multiview_platform.tests.test_utils.test_GetMultiviewDB module</a></li>
+<li class="toctree-l2"><a class="reference internal" href="multiview_platform.tests.test_utils.html#multiview-platform-tests-test-utils-test-configuration-module">multiview_platform.tests.test_utils.test_configuration module</a></li>
+<li class="toctree-l2"><a class="reference internal" href="multiview_platform.tests.test_utils.html#multiview-platform-tests-test-utils-test-execution-module">multiview_platform.tests.test_utils.test_execution module</a></li>
+<li class="toctree-l2"><a class="reference internal" href="multiview_platform.tests.test_utils.html#multiview-platform-tests-test-utils-test-multiclass-module">multiview_platform.tests.test_utils.test_multiclass module</a></li>
+<li class="toctree-l2"><a class="reference internal" href="multiview_platform.tests.test_utils.html#module-contents">Module contents</a></li>
</ul>
</li>
</ul>
@@ -140,8 +142,8 @@
<div class="section" id="multiview-platform-tests-test-resultanalysis-module">
<h2>multiview_platform.tests.test_ResultAnalysis module<a class="headerlink" href="#multiview-platform-tests-test-resultanalysis-module" title="Permalink to this headline">¶</a></h2>
</div>
-<div class="section" id="module-multiview_platform.tests">
-<span id="module-contents"></span><h2>Module contents<a class="headerlink" href="#module-multiview_platform.tests" title="Permalink to this headline">¶</a></h2>
+<div class="section" id="module-contents">
+<h2>Module contents<a class="headerlink" href="#module-contents" title="Permalink to this headline">¶</a></h2>
</div>
</div>
@@ -158,7 +160,7 @@
<li><a class="reference internal" href="#submodules">Submodules</a></li>
<li><a class="reference internal" href="#multiview-platform-tests-test-execclassif-module">multiview_platform.tests.test_ExecClassif module</a></li>
<li><a class="reference internal" href="#multiview-platform-tests-test-resultanalysis-module">multiview_platform.tests.test_ResultAnalysis module</a></li>
-<li><a class="reference internal" href="#module-multiview_platform.tests">Module contents</a></li>
+<li><a class="reference internal" href="#module-contents">Module contents</a></li>
</ul>
</li>
</ul>
diff --git a/docs/build/references/multiview_platform.tests.test_metrics.html b/docs/build/references/multiview_platform.tests.test_metrics.html
index 481dd91d..71f37c9d 100644
--- a/docs/build/references/multiview_platform.tests.test_metrics.html
+++ b/docs/build/references/multiview_platform.tests.test_metrics.html
@@ -1,9 +1,11 @@
-<!DOCTYPE html>
+<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
+ "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
-<html>
+<html xmlns="http://www.w3.org/1999/xhtml">
<head>
- <meta charset="utf-8" />
+ <meta http-equiv="X-UA-Compatible" content="IE=Edge" />
+ <meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<title>multiview_platform.tests.test_metrics package — SuMMIT 0 documentation</title>
<link rel="stylesheet" href="../_static/classic.css" type="text/css" />
<link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
@@ -51,28 +53,11 @@
<div class="section" id="submodules">
<h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this headline">¶</a></h2>
</div>
-<div class="section" id="module-multiview_platform.tests.test_metrics.test_accuracy_score">
-<span id="multiview-platform-tests-test-metrics-test-accuracy-score-module"></span><h2>multiview_platform.tests.test_metrics.test_accuracy_score module<a class="headerlink" href="#module-multiview_platform.tests.test_metrics.test_accuracy_score" title="Permalink to this headline">¶</a></h2>
-<dl class="py class">
-<dt id="multiview_platform.tests.test_metrics.test_accuracy_score.Test_accuracy_score">
-<em class="property">class </em><code class="sig-name descname">Test_accuracy_score</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">methodName</span><span class="o">=</span><span class="default_value">'runTest'</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_metrics.test_accuracy_score.Test_accuracy_score" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">unittest.case.TestCase</span></code></p>
-<dl class="py method">
-<dt id="multiview_platform.tests.test_metrics.test_accuracy_score.Test_accuracy_score.score_test">
-<code class="sig-name descname">score_test</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">metric_module</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_metrics.test_accuracy_score.Test_accuracy_score.score_test" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.tests.test_metrics.test_accuracy_score.Test_accuracy_score.setUpClass">
-<code class="sig-name descname">setUpClass</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_metrics.test_accuracy_score.Test_accuracy_score.setUpClass" title="Permalink to this definition">¶</a></dt>
-<dd><p>Hook method for setting up class fixture before running tests in the class.</p>
-</dd></dl>
-
-</dd></dl>
-
+<div class="section" id="multiview-platform-tests-test-metrics-test-accuracy-score-module">
+<h2>multiview_platform.tests.test_metrics.test_accuracy_score module<a class="headerlink" href="#multiview-platform-tests-test-metrics-test-accuracy-score-module" title="Permalink to this headline">¶</a></h2>
</div>
-<div class="section" id="module-multiview_platform.tests.test_metrics">
-<span id="module-contents"></span><h2>Module contents<a class="headerlink" href="#module-multiview_platform.tests.test_metrics" title="Permalink to this headline">¶</a></h2>
+<div class="section" id="module-contents">
+<h2>Module contents<a class="headerlink" href="#module-contents" title="Permalink to this headline">¶</a></h2>
</div>
</div>
@@ -86,8 +71,8 @@
<ul>
<li><a class="reference internal" href="#">multiview_platform.tests.test_metrics package</a><ul>
<li><a class="reference internal" href="#submodules">Submodules</a></li>
-<li><a class="reference internal" href="#module-multiview_platform.tests.test_metrics.test_accuracy_score">multiview_platform.tests.test_metrics.test_accuracy_score module</a></li>
-<li><a class="reference internal" href="#module-multiview_platform.tests.test_metrics">Module contents</a></li>
+<li><a class="reference internal" href="#multiview-platform-tests-test-metrics-test-accuracy-score-module">multiview_platform.tests.test_metrics.test_accuracy_score module</a></li>
+<li><a class="reference internal" href="#module-contents">Module contents</a></li>
</ul>
</li>
</ul>
diff --git a/docs/build/references/multiview_platform.tests.test_mono_view.html b/docs/build/references/multiview_platform.tests.test_mono_view.html
index 71842ac1..43b6b2a4 100644
--- a/docs/build/references/multiview_platform.tests.test_mono_view.html
+++ b/docs/build/references/multiview_platform.tests.test_mono_view.html
@@ -1,9 +1,11 @@
-<!DOCTYPE html>
+<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
+ "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
-<html>
+<html xmlns="http://www.w3.org/1999/xhtml">
<head>
- <meta charset="utf-8" />
+ <meta http-equiv="X-UA-Compatible" content="IE=Edge" />
+ <meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<title>multiview_platform.tests.test_mono_view package — SuMMIT 0 documentation</title>
<link rel="stylesheet" href="../_static/classic.css" type="text/css" />
<link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
@@ -51,94 +53,14 @@
<div class="section" id="submodules">
<h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this headline">¶</a></h2>
</div>
-<div class="section" id="module-multiview_platform.tests.test_mono_view.test_ExecClassifMonoView">
-<span id="multiview-platform-tests-test-mono-view-test-execclassifmonoview-module"></span><h2>multiview_platform.tests.test_mono_view.test_ExecClassifMonoView module<a class="headerlink" href="#module-multiview_platform.tests.test_mono_view.test_ExecClassifMonoView" title="Permalink to this headline">¶</a></h2>
-<dl class="py class">
-<dt id="multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_getHPs">
-<em class="property">class </em><code class="sig-name descname">Test_getHPs</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">methodName</span><span class="o">=</span><span class="default_value">'runTest'</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_getHPs" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">unittest.case.TestCase</span></code></p>
-<dl class="py method">
-<dt id="multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_getHPs.setUpClass">
-<em class="property">classmethod </em><code class="sig-name descname">setUpClass</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_getHPs.setUpClass" title="Permalink to this definition">¶</a></dt>
-<dd><p>Hook method for setting up class fixture before running tests in the class.</p>
-</dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_getHPs.tearDownClass">
-<em class="property">classmethod </em><code class="sig-name descname">tearDownClass</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_getHPs.tearDownClass" title="Permalink to this definition">¶</a></dt>
-<dd><p>Hook method for deconstructing the class fixture after running all tests in the class.</p>
-</dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_getHPs.test_simple">
-<code class="sig-name descname">test_simple</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_getHPs.test_simple" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt id="multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_initConstants">
-<em class="property">class </em><code class="sig-name descname">Test_initConstants</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">methodName</span><span class="o">=</span><span class="default_value">'runTest'</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_initConstants" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">unittest.case.TestCase</span></code></p>
-<dl class="py method">
-<dt id="multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_initConstants.setUpClass">
-<em class="property">classmethod </em><code class="sig-name descname">setUpClass</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_initConstants.setUpClass" title="Permalink to this definition">¶</a></dt>
-<dd><p>Hook method for setting up class fixture before running tests in the class.</p>
-</dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_initConstants.tearDownClass">
-<em class="property">classmethod </em><code class="sig-name descname">tearDownClass</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_initConstants.tearDownClass" title="Permalink to this definition">¶</a></dt>
-<dd><p>Hook method for deconstructing the class fixture after running all tests in the class.</p>
-</dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_initConstants.test_simple">
-<code class="sig-name descname">test_simple</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_initConstants.test_simple" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt id="multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_initTrainTest">
-<em class="property">class </em><code class="sig-name descname">Test_initTrainTest</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">methodName</span><span class="o">=</span><span class="default_value">'runTest'</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_initTrainTest" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">unittest.case.TestCase</span></code></p>
-<dl class="py method">
-<dt id="multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_initTrainTest.setUpClass">
-<em class="property">classmethod </em><code class="sig-name descname">setUpClass</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_mono_view.test_ExecClassifMonoView.Test_initTrainTest.setUpClass" title="Permalink to this definition">¶</a></dt>
-<dd><p>Hook method for setting up class fixture before running tests in the class.</p>
-</dd></dl>
-
-<dl class="py method">
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-<dd></dd></dl>
-
-</dd></dl>
-
+<div class="section" id="multiview-platform-tests-test-mono-view-test-execclassifmonoview-module">
+<h2>multiview_platform.tests.test_mono_view.test_ExecClassifMonoView module<a class="headerlink" href="#multiview-platform-tests-test-mono-view-test-execclassifmonoview-module" title="Permalink to this headline">¶</a></h2>
</div>
-<div class="section" id="module-multiview_platform.tests.test_mono_view.test_MonoviewUtils">
-<span id="multiview-platform-tests-test-mono-view-test-monoviewutils-module"></span><h2>multiview_platform.tests.test_mono_view.test_MonoviewUtils module<a class="headerlink" href="#module-multiview_platform.tests.test_mono_view.test_MonoviewUtils" title="Permalink to this headline">¶</a></h2>
-<dl class="py class">
-<dt id="multiview_platform.tests.test_mono_view.test_MonoviewUtils.Test_genTestFoldsPreds">
-<em class="property">class </em><code class="sig-name descname">Test_genTestFoldsPreds</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">methodName</span><span class="o">=</span><span class="default_value">'runTest'</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_mono_view.test_MonoviewUtils.Test_genTestFoldsPreds" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">unittest.case.TestCase</span></code></p>
-<dl class="py method">
-<dt id="multiview_platform.tests.test_mono_view.test_MonoviewUtils.Test_genTestFoldsPreds.setUpClass">
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-<dd><p>Hook method for setting up class fixture before running tests in the class.</p>
-</dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.tests.test_mono_view.test_MonoviewUtils.Test_genTestFoldsPreds.test_simple">
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-<dd></dd></dl>
-
-</dd></dl>
-
+<div class="section" id="multiview-platform-tests-test-mono-view-test-monoviewutils-module">
+<h2>multiview_platform.tests.test_mono_view.test_MonoviewUtils module<a class="headerlink" href="#multiview-platform-tests-test-mono-view-test-monoviewutils-module" title="Permalink to this headline">¶</a></h2>
</div>
-<div class="section" id="module-multiview_platform.tests.test_mono_view">
-<span id="module-contents"></span><h2>Module contents<a class="headerlink" href="#module-multiview_platform.tests.test_mono_view" title="Permalink to this headline">¶</a></h2>
+<div class="section" id="module-contents">
+<h2>Module contents<a class="headerlink" href="#module-contents" title="Permalink to this headline">¶</a></h2>
</div>
</div>
@@ -152,9 +74,9 @@
<ul>
<li><a class="reference internal" href="#">multiview_platform.tests.test_mono_view package</a><ul>
<li><a class="reference internal" href="#submodules">Submodules</a></li>
-<li><a class="reference internal" href="#module-multiview_platform.tests.test_mono_view.test_ExecClassifMonoView">multiview_platform.tests.test_mono_view.test_ExecClassifMonoView module</a></li>
-<li><a class="reference internal" href="#module-multiview_platform.tests.test_mono_view.test_MonoviewUtils">multiview_platform.tests.test_mono_view.test_MonoviewUtils module</a></li>
-<li><a class="reference internal" href="#module-multiview_platform.tests.test_mono_view">Module contents</a></li>
+<li><a class="reference internal" href="#multiview-platform-tests-test-mono-view-test-execclassifmonoview-module">multiview_platform.tests.test_mono_view.test_ExecClassifMonoView module</a></li>
+<li><a class="reference internal" href="#multiview-platform-tests-test-mono-view-test-monoviewutils-module">multiview_platform.tests.test_mono_view.test_MonoviewUtils module</a></li>
+<li><a class="reference internal" href="#module-contents">Module contents</a></li>
</ul>
</li>
</ul>
diff --git a/docs/build/references/multiview_platform.tests.test_monoview_classifiers.html b/docs/build/references/multiview_platform.tests.test_monoview_classifiers.html
index ef58ed27..cf7f0172 100644
--- a/docs/build/references/multiview_platform.tests.test_monoview_classifiers.html
+++ b/docs/build/references/multiview_platform.tests.test_monoview_classifiers.html
@@ -1,9 +1,11 @@
-<!DOCTYPE html>
+<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
+ "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
-<html>
+<html xmlns="http://www.w3.org/1999/xhtml">
<head>
- <meta charset="utf-8" />
+ <meta http-equiv="X-UA-Compatible" content="IE=Edge" />
+ <meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<title>multiview_platform.tests.test_monoview_classifiers package — SuMMIT 0 documentation</title>
<link rel="stylesheet" href="../_static/classic.css" type="text/css" />
<link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
@@ -51,14 +53,14 @@
<div class="section" id="submodules">
<h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this headline">¶</a></h2>
</div>
-<div class="section" id="module-multiview_platform.tests.test_monoview_classifiers.test_adaboost">
-<span id="multiview-platform-tests-test-monoview-classifiers-test-adaboost-module"></span><h2>multiview_platform.tests.test_monoview_classifiers.test_adaboost module<a class="headerlink" href="#module-multiview_platform.tests.test_monoview_classifiers.test_adaboost" title="Permalink to this headline">¶</a></h2>
+<div class="section" id="multiview-platform-tests-test-monoview-classifiers-test-adaboost-module">
+<h2>multiview_platform.tests.test_monoview_classifiers.test_adaboost module<a class="headerlink" href="#multiview-platform-tests-test-monoview-classifiers-test-adaboost-module" title="Permalink to this headline">¶</a></h2>
</div>
-<div class="section" id="module-multiview_platform.tests.test_monoview_classifiers.test_compatibility">
-<span id="multiview-platform-tests-test-monoview-classifiers-test-compatibility-module"></span><h2>multiview_platform.tests.test_monoview_classifiers.test_compatibility module<a class="headerlink" href="#module-multiview_platform.tests.test_monoview_classifiers.test_compatibility" title="Permalink to this headline">¶</a></h2>
+<div class="section" id="multiview-platform-tests-test-monoview-classifiers-test-compatibility-module">
+<h2>multiview_platform.tests.test_monoview_classifiers.test_compatibility module<a class="headerlink" href="#multiview-platform-tests-test-monoview-classifiers-test-compatibility-module" title="Permalink to this headline">¶</a></h2>
</div>
-<div class="section" id="module-multiview_platform.tests.test_monoview_classifiers">
-<span id="module-contents"></span><h2>Module contents<a class="headerlink" href="#module-multiview_platform.tests.test_monoview_classifiers" title="Permalink to this headline">¶</a></h2>
+<div class="section" id="module-contents">
+<h2>Module contents<a class="headerlink" href="#module-contents" title="Permalink to this headline">¶</a></h2>
</div>
</div>
@@ -72,9 +74,9 @@
<ul>
<li><a class="reference internal" href="#">multiview_platform.tests.test_monoview_classifiers package</a><ul>
<li><a class="reference internal" href="#submodules">Submodules</a></li>
-<li><a class="reference internal" href="#module-multiview_platform.tests.test_monoview_classifiers.test_adaboost">multiview_platform.tests.test_monoview_classifiers.test_adaboost module</a></li>
-<li><a class="reference internal" href="#module-multiview_platform.tests.test_monoview_classifiers.test_compatibility">multiview_platform.tests.test_monoview_classifiers.test_compatibility module</a></li>
-<li><a class="reference internal" href="#module-multiview_platform.tests.test_monoview_classifiers">Module contents</a></li>
+<li><a class="reference internal" href="#multiview-platform-tests-test-monoview-classifiers-test-adaboost-module">multiview_platform.tests.test_monoview_classifiers.test_adaboost module</a></li>
+<li><a class="reference internal" href="#multiview-platform-tests-test-monoview-classifiers-test-compatibility-module">multiview_platform.tests.test_monoview_classifiers.test_compatibility module</a></li>
+<li><a class="reference internal" href="#module-contents">Module contents</a></li>
</ul>
</li>
</ul>
diff --git a/docs/build/references/multiview_platform.tests.test_multiview_classifiers.Test_DifficultyMeasure.html b/docs/build/references/multiview_platform.tests.test_multiview_classifiers.Test_DifficultyMeasure.html
index f201d07f..a07049eb 100644
--- a/docs/build/references/multiview_platform.tests.test_multiview_classifiers.Test_DifficultyMeasure.html
+++ b/docs/build/references/multiview_platform.tests.test_multiview_classifiers.Test_DifficultyMeasure.html
@@ -1,9 +1,11 @@
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+<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
+ "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
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+<html xmlns="http://www.w3.org/1999/xhtml">
<head>
- <meta charset="utf-8" />
+ <meta http-equiv="X-UA-Compatible" content="IE=Edge" />
+ <meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<title>multiview_platform.tests.test_multiview_classifiers.Test_DifficultyMeasure package — SuMMIT 0 documentation</title>
<link rel="stylesheet" href="../_static/classic.css" type="text/css" />
<link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
diff --git a/docs/build/references/multiview_platform.tests.test_multiview_classifiers.Test_DisagreeFusion.html b/docs/build/references/multiview_platform.tests.test_multiview_classifiers.Test_DisagreeFusion.html
index 31441b8f..c69df000 100644
--- a/docs/build/references/multiview_platform.tests.test_multiview_classifiers.Test_DisagreeFusion.html
+++ b/docs/build/references/multiview_platform.tests.test_multiview_classifiers.Test_DisagreeFusion.html
@@ -1,9 +1,11 @@
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+ "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
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- <meta charset="utf-8" />
+ <meta http-equiv="X-UA-Compatible" content="IE=Edge" />
+ <meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<title>multiview_platform.tests.test_multiview_classifiers.Test_DisagreeFusion package — SuMMIT 0 documentation</title>
<link rel="stylesheet" href="../_static/classic.css" type="text/css" />
<link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
diff --git a/docs/build/references/multiview_platform.tests.test_multiview_classifiers.Test_DoubleFaultFusion.html b/docs/build/references/multiview_platform.tests.test_multiview_classifiers.Test_DoubleFaultFusion.html
index f6ce58f0..63895d02 100644
--- a/docs/build/references/multiview_platform.tests.test_multiview_classifiers.Test_DoubleFaultFusion.html
+++ b/docs/build/references/multiview_platform.tests.test_multiview_classifiers.Test_DoubleFaultFusion.html
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- <meta charset="utf-8" />
+ <meta http-equiv="X-UA-Compatible" content="IE=Edge" />
+ <meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<title>multiview_platform.tests.test_multiview_classifiers.Test_DoubleFaultFusion package — SuMMIT 0 documentation</title>
<link rel="stylesheet" href="../_static/classic.css" type="text/css" />
<link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
diff --git a/docs/build/references/multiview_platform.tests.test_multiview_classifiers.Test_EntropyFusion.html b/docs/build/references/multiview_platform.tests.test_multiview_classifiers.Test_EntropyFusion.html
index 4826184b..3f4c20ee 100644
--- a/docs/build/references/multiview_platform.tests.test_multiview_classifiers.Test_EntropyFusion.html
+++ b/docs/build/references/multiview_platform.tests.test_multiview_classifiers.Test_EntropyFusion.html
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+ "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
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- <meta charset="utf-8" />
+ <meta http-equiv="X-UA-Compatible" content="IE=Edge" />
+ <meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<title>multiview_platform.tests.test_multiview_classifiers.Test_EntropyFusion package — SuMMIT 0 documentation</title>
<link rel="stylesheet" href="../_static/classic.css" type="text/css" />
<link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
diff --git a/docs/build/references/multiview_platform.tests.test_multiview_classifiers.Test_Fusion.html b/docs/build/references/multiview_platform.tests.test_multiview_classifiers.Test_Fusion.html
index 61d39aa8..175dfbd9 100644
--- a/docs/build/references/multiview_platform.tests.test_multiview_classifiers.Test_Fusion.html
+++ b/docs/build/references/multiview_platform.tests.test_multiview_classifiers.Test_Fusion.html
@@ -1,9 +1,11 @@
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+ "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
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+<html xmlns="http://www.w3.org/1999/xhtml">
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- <meta charset="utf-8" />
+ <meta http-equiv="X-UA-Compatible" content="IE=Edge" />
+ <meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<title>multiview_platform.tests.test_multiview_classifiers.Test_Fusion package — SuMMIT 0 documentation</title>
<link rel="stylesheet" href="../_static/classic.css" type="text/css" />
<link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
diff --git a/docs/build/references/multiview_platform.tests.test_multiview_classifiers.Test_PseudoCQMeasure.html b/docs/build/references/multiview_platform.tests.test_multiview_classifiers.Test_PseudoCQMeasure.html
index 6cfac510..074ae169 100644
--- a/docs/build/references/multiview_platform.tests.test_multiview_classifiers.Test_PseudoCQMeasure.html
+++ b/docs/build/references/multiview_platform.tests.test_multiview_classifiers.Test_PseudoCQMeasure.html
@@ -1,9 +1,11 @@
-<!DOCTYPE html>
+<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
+ "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
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+<html xmlns="http://www.w3.org/1999/xhtml">
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- <meta charset="utf-8" />
+ <meta http-equiv="X-UA-Compatible" content="IE=Edge" />
+ <meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<title>multiview_platform.tests.test_multiview_classifiers.Test_PseudoCQMeasure package — SuMMIT 0 documentation</title>
<link rel="stylesheet" href="../_static/classic.css" type="text/css" />
<link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
@@ -52,11 +54,11 @@
<div class="section" id="submodules">
<h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this headline">¶</a></h2>
</div>
-<div class="section" id="module-multiview_platform.tests.test_multiview_classifiers.Test_PseudoCQMeasure.test_PseudoCQFusionModule">
-<span id="multiview-platform-tests-test-multiview-classifiers-test-pseudocqmeasure-test-pseudocqfusionmodule-module"></span><h2>multiview_platform.tests.test_multiview_classifiers.Test_PseudoCQMeasure.test_PseudoCQFusionModule module<a class="headerlink" href="#module-multiview_platform.tests.test_multiview_classifiers.Test_PseudoCQMeasure.test_PseudoCQFusionModule" title="Permalink to this headline">¶</a></h2>
+<div class="section" id="multiview-platform-tests-test-multiview-classifiers-test-pseudocqmeasure-test-pseudocqfusionmodule-module">
+<h2>multiview_platform.tests.test_multiview_classifiers.Test_PseudoCQMeasure.test_PseudoCQFusionModule module<a class="headerlink" href="#multiview-platform-tests-test-multiview-classifiers-test-pseudocqmeasure-test-pseudocqfusionmodule-module" title="Permalink to this headline">¶</a></h2>
</div>
-<div class="section" id="module-multiview_platform.tests.test_multiview_classifiers.Test_PseudoCQMeasure">
-<span id="module-contents"></span><h2>Module contents<a class="headerlink" href="#module-multiview_platform.tests.test_multiview_classifiers.Test_PseudoCQMeasure" title="Permalink to this headline">¶</a></h2>
+<div class="section" id="module-contents">
+<h2>Module contents<a class="headerlink" href="#module-contents" title="Permalink to this headline">¶</a></h2>
</div>
</div>
@@ -70,8 +72,8 @@
<ul>
<li><a class="reference internal" href="#">multiview_platform.tests.test_multiview_classifiers.Test_PseudoCQMeasure package</a><ul>
<li><a class="reference internal" href="#submodules">Submodules</a></li>
-<li><a class="reference internal" href="#module-multiview_platform.tests.test_multiview_classifiers.Test_PseudoCQMeasure.test_PseudoCQFusionModule">multiview_platform.tests.test_multiview_classifiers.Test_PseudoCQMeasure.test_PseudoCQFusionModule module</a></li>
-<li><a class="reference internal" href="#module-multiview_platform.tests.test_multiview_classifiers.Test_PseudoCQMeasure">Module contents</a></li>
+<li><a class="reference internal" href="#multiview-platform-tests-test-multiview-classifiers-test-pseudocqmeasure-test-pseudocqfusionmodule-module">multiview_platform.tests.test_multiview_classifiers.Test_PseudoCQMeasure.test_PseudoCQFusionModule module</a></li>
+<li><a class="reference internal" href="#module-contents">Module contents</a></li>
</ul>
</li>
</ul>
diff --git a/docs/build/references/multiview_platform.tests.test_multiview_classifiers.html b/docs/build/references/multiview_platform.tests.test_multiview_classifiers.html
index b95551a1..c3de5a42 100644
--- a/docs/build/references/multiview_platform.tests.test_multiview_classifiers.html
+++ b/docs/build/references/multiview_platform.tests.test_multiview_classifiers.html
@@ -1,9 +1,11 @@
-<!DOCTYPE html>
+<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
+ "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
-<html>
+<html xmlns="http://www.w3.org/1999/xhtml">
<head>
- <meta charset="utf-8" />
+ <meta http-equiv="X-UA-Compatible" content="IE=Edge" />
+ <meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<title>multiview_platform.tests.test_multiview_classifiers package — SuMMIT 0 documentation</title>
<link rel="stylesheet" href="../_static/classic.css" type="text/css" />
<link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
@@ -87,8 +89,8 @@
</li>
<li class="toctree-l1"><a class="reference internal" href="multiview_platform.tests.test_multiview_classifiers.Test_PseudoCQMeasure.html">multiview_platform.tests.test_multiview_classifiers.Test_PseudoCQMeasure package</a><ul>
<li class="toctree-l2"><a class="reference internal" href="multiview_platform.tests.test_multiview_classifiers.Test_PseudoCQMeasure.html#submodules">Submodules</a></li>
-<li class="toctree-l2"><a class="reference internal" href="multiview_platform.tests.test_multiview_classifiers.Test_PseudoCQMeasure.html#module-multiview_platform.tests.test_multiview_classifiers.Test_PseudoCQMeasure.test_PseudoCQFusionModule">multiview_platform.tests.test_multiview_classifiers.Test_PseudoCQMeasure.test_PseudoCQFusionModule module</a></li>
-<li class="toctree-l2"><a class="reference internal" href="multiview_platform.tests.test_multiview_classifiers.Test_PseudoCQMeasure.html#module-multiview_platform.tests.test_multiview_classifiers.Test_PseudoCQMeasure">Module contents</a></li>
+<li class="toctree-l2"><a class="reference internal" href="multiview_platform.tests.test_multiview_classifiers.Test_PseudoCQMeasure.html#multiview-platform-tests-test-multiview-classifiers-test-pseudocqmeasure-test-pseudocqfusionmodule-module">multiview_platform.tests.test_multiview_classifiers.Test_PseudoCQMeasure.test_PseudoCQFusionModule module</a></li>
+<li class="toctree-l2"><a class="reference internal" href="multiview_platform.tests.test_multiview_classifiers.Test_PseudoCQMeasure.html#module-contents">Module contents</a></li>
</ul>
</li>
</ul>
@@ -97,11 +99,11 @@
<div class="section" id="submodules">
<h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this headline">¶</a></h2>
</div>
-<div class="section" id="module-multiview_platform.tests.test_multiview_classifiers.test_diversity_utils">
-<span id="multiview-platform-tests-test-multiview-classifiers-test-diversity-utils-module"></span><h2>multiview_platform.tests.test_multiview_classifiers.test_diversity_utils module<a class="headerlink" href="#module-multiview_platform.tests.test_multiview_classifiers.test_diversity_utils" title="Permalink to this headline">¶</a></h2>
+<div class="section" id="multiview-platform-tests-test-multiview-classifiers-test-diversity-utils-module">
+<h2>multiview_platform.tests.test_multiview_classifiers.test_diversity_utils module<a class="headerlink" href="#multiview-platform-tests-test-multiview-classifiers-test-diversity-utils-module" title="Permalink to this headline">¶</a></h2>
</div>
-<div class="section" id="module-multiview_platform.tests.test_multiview_classifiers">
-<span id="module-contents"></span><h2>Module contents<a class="headerlink" href="#module-multiview_platform.tests.test_multiview_classifiers" title="Permalink to this headline">¶</a></h2>
+<div class="section" id="module-contents">
+<h2>Module contents<a class="headerlink" href="#module-contents" title="Permalink to this headline">¶</a></h2>
</div>
</div>
@@ -116,8 +118,8 @@
<li><a class="reference internal" href="#">multiview_platform.tests.test_multiview_classifiers package</a><ul>
<li><a class="reference internal" href="#subpackages">Subpackages</a></li>
<li><a class="reference internal" href="#submodules">Submodules</a></li>
-<li><a class="reference internal" href="#module-multiview_platform.tests.test_multiview_classifiers.test_diversity_utils">multiview_platform.tests.test_multiview_classifiers.test_diversity_utils module</a></li>
-<li><a class="reference internal" href="#module-multiview_platform.tests.test_multiview_classifiers">Module contents</a></li>
+<li><a class="reference internal" href="#multiview-platform-tests-test-multiview-classifiers-test-diversity-utils-module">multiview_platform.tests.test_multiview_classifiers.test_diversity_utils module</a></li>
+<li><a class="reference internal" href="#module-contents">Module contents</a></li>
</ul>
</li>
</ul>
diff --git a/docs/build/references/multiview_platform.tests.test_utils.html b/docs/build/references/multiview_platform.tests.test_utils.html
index fe1e83c0..c36eadd4 100644
--- a/docs/build/references/multiview_platform.tests.test_utils.html
+++ b/docs/build/references/multiview_platform.tests.test_utils.html
@@ -1,9 +1,11 @@
-<!DOCTYPE html>
+<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
+ "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
-<html>
+<html xmlns="http://www.w3.org/1999/xhtml">
<head>
- <meta charset="utf-8" />
+ <meta http-equiv="X-UA-Compatible" content="IE=Edge" />
+ <meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<title>multiview_platform.tests.test_utils package — SuMMIT 0 documentation</title>
<link rel="stylesheet" href="../_static/classic.css" type="text/css" />
<link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
@@ -47,473 +49,20 @@
<div class="section" id="submodules">
<h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this headline">¶</a></h2>
</div>
-<div class="section" id="module-multiview_platform.tests.test_utils.test_GetMultiviewDB">
-<span id="multiview-platform-tests-test-utils-test-getmultiviewdb-module"></span><h2>multiview_platform.tests.test_utils.test_GetMultiviewDB module<a class="headerlink" href="#module-multiview_platform.tests.test_utils.test_GetMultiviewDB" title="Permalink to this headline">¶</a></h2>
-<dl class="py class">
-<dt id="multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_classic_db_csv">
-<em class="property">class </em><code class="sig-name descname">Test_get_classic_db_csv</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">methodName</span><span class="o">=</span><span class="default_value">'runTest'</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_classic_db_csv" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">unittest.case.TestCase</span></code></p>
-<dl class="py method">
-<dt id="multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_classic_db_csv.setUp">
-<code class="sig-name descname">setUp</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_classic_db_csv.setUp" title="Permalink to this definition">¶</a></dt>
-<dd><p>Hook method for setting up the test fixture before exercising it.</p>
-</dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_classic_db_csv.tearDown">
-<em class="property">classmethod </em><code class="sig-name descname">tearDown</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_classic_db_csv.tearDown" title="Permalink to this definition">¶</a></dt>
-<dd><p>Hook method for deconstructing the test fixture after testing it.</p>
-</dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_classic_db_csv.test_simple">
-<code class="sig-name descname">test_simple</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_classic_db_csv.test_simple" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt id="multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_classic_db_hdf5">
-<em class="property">class </em><code class="sig-name descname">Test_get_classic_db_hdf5</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">methodName</span><span class="o">=</span><span class="default_value">'runTest'</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_classic_db_hdf5" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">unittest.case.TestCase</span></code></p>
-<dl class="py method">
-<dt id="multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_classic_db_hdf5.setUp">
-<code class="sig-name descname">setUp</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_classic_db_hdf5.setUp" title="Permalink to this definition">¶</a></dt>
-<dd><p>Hook method for setting up the test fixture before exercising it.</p>
-</dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_classic_db_hdf5.tearDown">
-<code class="sig-name descname">tearDown</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_classic_db_hdf5.tearDown" title="Permalink to this definition">¶</a></dt>
-<dd><p>Hook method for deconstructing the test fixture after testing it.</p>
-</dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_classic_db_hdf5.test_all_views_asked">
-<code class="sig-name descname">test_all_views_asked</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_classic_db_hdf5.test_all_views_asked" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_classic_db_hdf5.test_asked_the_whole_dataset">
-<code class="sig-name descname">test_asked_the_whole_dataset</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_classic_db_hdf5.test_asked_the_whole_dataset" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_classic_db_hdf5.test_simple">
-<code class="sig-name descname">test_simple</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_classic_db_hdf5.test_simple" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt id="multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_plausible_db_hdf5">
-<em class="property">class </em><code class="sig-name descname">Test_get_plausible_db_hdf5</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">methodName</span><span class="o">=</span><span class="default_value">'runTest'</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_plausible_db_hdf5" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">unittest.case.TestCase</span></code></p>
-<dl class="py method">
-<dt id="multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_plausible_db_hdf5.setUpClass">
-<em class="property">classmethod </em><code class="sig-name descname">setUpClass</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_plausible_db_hdf5.setUpClass" title="Permalink to this definition">¶</a></dt>
-<dd><p>Hook method for setting up class fixture before running tests in the class.</p>
-</dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_plausible_db_hdf5.tearDownClass">
-<em class="property">classmethod </em><code class="sig-name descname">tearDownClass</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_plausible_db_hdf5.tearDownClass" title="Permalink to this definition">¶</a></dt>
-<dd><p>Hook method for deconstructing the class fixture after running all tests in the class.</p>
-</dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_plausible_db_hdf5.test_simple">
-<code class="sig-name descname">test_simple</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_plausible_db_hdf5.test_simple" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_plausible_db_hdf5.test_two_class">
-<code class="sig-name descname">test_two_class</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_GetMultiviewDB.Test_get_plausible_db_hdf5.test_two_class" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-</dd></dl>
-
+<div class="section" id="multiview-platform-tests-test-utils-test-getmultiviewdb-module">
+<h2>multiview_platform.tests.test_utils.test_GetMultiviewDB module<a class="headerlink" href="#multiview-platform-tests-test-utils-test-getmultiviewdb-module" title="Permalink to this headline">¶</a></h2>
</div>
-<div class="section" id="module-multiview_platform.tests.test_utils.test_configuration">
-<span id="multiview-platform-tests-test-utils-test-configuration-module"></span><h2>multiview_platform.tests.test_utils.test_configuration module<a class="headerlink" href="#module-multiview_platform.tests.test_utils.test_configuration" title="Permalink to this headline">¶</a></h2>
-<dl class="py class">
-<dt id="multiview_platform.tests.test_utils.test_configuration.Test_get_the_args">
-<em class="property">class </em><code class="sig-name descname">Test_get_the_args</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">methodName</span><span class="o">=</span><span class="default_value">'runTest'</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_configuration.Test_get_the_args" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">unittest.case.TestCase</span></code></p>
-<dl class="py method">
-<dt id="multiview_platform.tests.test_utils.test_configuration.Test_get_the_args.setUpClass">
-<em class="property">classmethod </em><code class="sig-name descname">setUpClass</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_configuration.Test_get_the_args.setUpClass" title="Permalink to this definition">¶</a></dt>
-<dd><p>Hook method for setting up class fixture before running tests in the class.</p>
-</dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.tests.test_utils.test_configuration.Test_get_the_args.tearDownClass">
-<em class="property">classmethod </em><code class="sig-name descname">tearDownClass</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_configuration.Test_get_the_args.tearDownClass" title="Permalink to this definition">¶</a></dt>
-<dd><p>Hook method for deconstructing the class fixture after running all tests in the class.</p>
-</dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.tests.test_utils.test_configuration.Test_get_the_args.test_arguments">
-<code class="sig-name descname">test_arguments</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_configuration.Test_get_the_args.test_arguments" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.tests.test_utils.test_configuration.Test_get_the_args.test_dict_format">
-<code class="sig-name descname">test_dict_format</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_configuration.Test_get_the_args.test_dict_format" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.tests.test_utils.test_configuration.Test_get_the_args.test_file_loading">
-<code class="sig-name descname">test_file_loading</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_configuration.Test_get_the_args.test_file_loading" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-</dd></dl>
-
+<div class="section" id="multiview-platform-tests-test-utils-test-configuration-module">
+<h2>multiview_platform.tests.test_utils.test_configuration module<a class="headerlink" href="#multiview-platform-tests-test-utils-test-configuration-module" title="Permalink to this headline">¶</a></h2>
</div>
-<div class="section" id="module-multiview_platform.tests.test_utils.test_execution">
-<span id="multiview-platform-tests-test-utils-test-execution-module"></span><h2>multiview_platform.tests.test_utils.test_execution module<a class="headerlink" href="#module-multiview_platform.tests.test_utils.test_execution" title="Permalink to this headline">¶</a></h2>
-<dl class="py class">
-<dt id="multiview_platform.tests.test_utils.test_execution.FakeArg">
-<em class="property">class </em><code class="sig-name descname">FakeArg</code><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.FakeArg" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></p>
-</dd></dl>
-
-<dl class="py class">
-<dt id="multiview_platform.tests.test_utils.test_execution.Test_genArgumentDictionaries">
-<em class="property">class </em><code class="sig-name descname">Test_genArgumentDictionaries</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">methodName</span><span class="o">=</span><span class="default_value">'runTest'</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_genArgumentDictionaries" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">unittest.case.TestCase</span></code></p>
-<dl class="py method">
-<dt id="multiview_platform.tests.test_utils.test_execution.Test_genArgumentDictionaries.setUpClass">
-<em class="property">classmethod </em><code class="sig-name descname">setUpClass</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_genArgumentDictionaries.setUpClass" title="Permalink to this definition">¶</a></dt>
-<dd><p>Hook method for setting up class fixture before running tests in the class.</p>
-</dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt id="multiview_platform.tests.test_utils.test_execution.Test_genDirecortiesNames">
-<em class="property">class </em><code class="sig-name descname">Test_genDirecortiesNames</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">methodName</span><span class="o">=</span><span class="default_value">'runTest'</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_genDirecortiesNames" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">unittest.case.TestCase</span></code></p>
-<dl class="py method">
-<dt id="multiview_platform.tests.test_utils.test_execution.Test_genDirecortiesNames.setUpClass">
-<em class="property">classmethod </em><code class="sig-name descname">setUpClass</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_genDirecortiesNames.setUpClass" title="Permalink to this definition">¶</a></dt>
-<dd><p>Hook method for setting up class fixture before running tests in the class.</p>
-</dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.tests.test_utils.test_execution.Test_genDirecortiesNames.test_ovo_no_iter">
-<code class="sig-name descname">test_ovo_no_iter</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_genDirecortiesNames.test_ovo_no_iter" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.tests.test_utils.test_execution.Test_genDirecortiesNames.test_simple_ovo">
-<code class="sig-name descname">test_simple_ovo</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_genDirecortiesNames.test_simple_ovo" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt id="multiview_platform.tests.test_utils.test_execution.Test_genKFolds">
-<em class="property">class </em><code class="sig-name descname">Test_genKFolds</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">methodName</span><span class="o">=</span><span class="default_value">'runTest'</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_genKFolds" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">unittest.case.TestCase</span></code></p>
-<dl class="py method">
-<dt id="multiview_platform.tests.test_utils.test_execution.Test_genKFolds.setUp">
-<code class="sig-name descname">setUp</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_genKFolds.setUp" title="Permalink to this definition">¶</a></dt>
-<dd><p>Hook method for setting up the test fixture before exercising it.</p>
-</dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.tests.test_utils.test_execution.Test_genKFolds.test_genKFolds_iter">
-<code class="sig-name descname">test_genKFolds_iter</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_genKFolds.test_genKFolds_iter" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt id="multiview_platform.tests.test_utils.test_execution.Test_genSplits">
-<em class="property">class </em><code class="sig-name descname">Test_genSplits</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">methodName</span><span class="o">=</span><span class="default_value">'runTest'</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_genSplits" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">unittest.case.TestCase</span></code></p>
-<dl class="py method">
-<dt id="multiview_platform.tests.test_utils.test_execution.Test_genSplits.setUp">
-<code class="sig-name descname">setUp</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_genSplits.setUp" title="Permalink to this definition">¶</a></dt>
-<dd><p>Hook method for setting up the test fixture before exercising it.</p>
-</dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.tests.test_utils.test_execution.Test_genSplits.test_genSplits_no_iter">
-<code class="sig-name descname">test_genSplits_no_iter</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_genSplits.test_genSplits_no_iter" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.tests.test_utils.test_execution.Test_genSplits.test_simple">
-<code class="sig-name descname">test_simple</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_genSplits.test_simple" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt id="multiview_platform.tests.test_utils.test_execution.Test_getDatabaseFunction">
-<em class="property">class </em><code class="sig-name descname">Test_getDatabaseFunction</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">methodName</span><span class="o">=</span><span class="default_value">'runTest'</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_getDatabaseFunction" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">unittest.case.TestCase</span></code></p>
-<dl class="py method">
-<dt id="multiview_platform.tests.test_utils.test_execution.Test_getDatabaseFunction.setUpClass">
-<em class="property">classmethod </em><code class="sig-name descname">setUpClass</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_getDatabaseFunction.setUpClass" title="Permalink to this definition">¶</a></dt>
-<dd><p>Hook method for setting up class fixture before running tests in the class.</p>
-</dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.tests.test_utils.test_execution.Test_getDatabaseFunction.test_hdf5">
-<code class="sig-name descname">test_hdf5</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_getDatabaseFunction.test_hdf5" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.tests.test_utils.test_execution.Test_getDatabaseFunction.test_plausible_hdf5">
-<code class="sig-name descname">test_plausible_hdf5</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_getDatabaseFunction.test_plausible_hdf5" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.tests.test_utils.test_execution.Test_getDatabaseFunction.test_simple">
-<code class="sig-name descname">test_simple</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_getDatabaseFunction.test_simple" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt id="multiview_platform.tests.test_utils.test_execution.Test_initRandomState">
-<em class="property">class </em><code class="sig-name descname">Test_initRandomState</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">methodName</span><span class="o">=</span><span class="default_value">'runTest'</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_initRandomState" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">unittest.case.TestCase</span></code></p>
-<dl class="py method">
-<dt id="multiview_platform.tests.test_utils.test_execution.Test_initRandomState.setUp">
-<code class="sig-name descname">setUp</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_initRandomState.setUp" title="Permalink to this definition">¶</a></dt>
-<dd><p>Hook method for setting up the test fixture before exercising it.</p>
-</dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.tests.test_utils.test_execution.Test_initRandomState.tearDown">
-<code class="sig-name descname">tearDown</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_initRandomState.tearDown" title="Permalink to this definition">¶</a></dt>
-<dd><p>Hook method for deconstructing the test fixture after testing it.</p>
-</dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.tests.test_utils.test_execution.Test_initRandomState.test_random_state_42">
-<code class="sig-name descname">test_random_state_42</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_initRandomState.test_random_state_42" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.tests.test_utils.test_execution.Test_initRandomState.test_random_state_pickle">
-<code class="sig-name descname">test_random_state_pickle</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_initRandomState.test_random_state_pickle" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt id="multiview_platform.tests.test_utils.test_execution.Test_initStatsIterRandomStates">
-<em class="property">class </em><code class="sig-name descname">Test_initStatsIterRandomStates</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">methodName</span><span class="o">=</span><span class="default_value">'runTest'</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_initStatsIterRandomStates" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">unittest.case.TestCase</span></code></p>
-<dl class="py method">
-<dt id="multiview_platform.tests.test_utils.test_execution.Test_initStatsIterRandomStates.setUpClass">
-<em class="property">classmethod </em><code class="sig-name descname">setUpClass</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_initStatsIterRandomStates.setUpClass" title="Permalink to this definition">¶</a></dt>
-<dd><p>Hook method for setting up class fixture before running tests in the class.</p>
-</dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.tests.test_utils.test_execution.Test_initStatsIterRandomStates.test_multiple_iter">
-<code class="sig-name descname">test_multiple_iter</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_initStatsIterRandomStates.test_multiple_iter" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.tests.test_utils.test_execution.Test_initStatsIterRandomStates.test_one_statiter">
-<code class="sig-name descname">test_one_statiter</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_initStatsIterRandomStates.test_one_statiter" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt id="multiview_platform.tests.test_utils.test_execution.Test_parseTheArgs">
-<em class="property">class </em><code class="sig-name descname">Test_parseTheArgs</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">methodName</span><span class="o">=</span><span class="default_value">'runTest'</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_parseTheArgs" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">unittest.case.TestCase</span></code></p>
-<dl class="py method">
-<dt id="multiview_platform.tests.test_utils.test_execution.Test_parseTheArgs.setUp">
-<code class="sig-name descname">setUp</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_parseTheArgs.setUp" title="Permalink to this definition">¶</a></dt>
-<dd><p>Hook method for setting up the test fixture before exercising it.</p>
-</dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.tests.test_utils.test_execution.Test_parseTheArgs.test_empty_args">
-<code class="sig-name descname">test_empty_args</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_execution.Test_parseTheArgs.test_empty_args" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-</dd></dl>
-
+<div class="section" id="multiview-platform-tests-test-utils-test-execution-module">
+<h2>multiview_platform.tests.test_utils.test_execution module<a class="headerlink" href="#multiview-platform-tests-test-utils-test-execution-module" title="Permalink to this headline">¶</a></h2>
</div>
-<div class="section" id="module-multiview_platform.tests.test_utils.test_multiclass">
-<span id="multiview-platform-tests-test-utils-test-multiclass-module"></span><h2>multiview_platform.tests.test_utils.test_multiclass module<a class="headerlink" href="#module-multiview_platform.tests.test_utils.test_multiclass" title="Permalink to this headline">¶</a></h2>
-<dl class="py class">
-<dt id="multiview_platform.tests.test_utils.test_multiclass.FakeDset">
-<em class="property">class </em><code class="sig-name descname">FakeDset</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">n_examples</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_multiclass.FakeDset" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></p>
-<dl class="py method">
-<dt id="multiview_platform.tests.test_utils.test_multiclass.FakeDset.get_nb_examples">
-<code class="sig-name descname">get_nb_examples</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_multiclass.FakeDset.get_nb_examples" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt id="multiview_platform.tests.test_utils.test_multiclass.FakeEstimNative">
-<em class="property">class </em><code class="sig-name descname">FakeEstimNative</code><a class="headerlink" href="#multiview_platform.tests.test_utils.test_multiclass.FakeEstimNative" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <a class="reference internal" href="#multiview_platform.tests.test_utils.test_multiclass.FakeMCEstim" title="multiview_platform.tests.test_utils.test_multiclass.FakeMCEstim"><code class="xref py py-class docutils literal notranslate"><span class="pre">multiview_platform.tests.test_utils.test_multiclass.FakeMCEstim</span></code></a></p>
-<dl class="py method">
-<dt id="multiview_platform.tests.test_utils.test_multiclass.FakeEstimNative.accepts_multi_class">
-<code class="sig-name descname">accepts_multi_class</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">random_state</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_multiclass.FakeEstimNative.accepts_multi_class" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt id="multiview_platform.tests.test_utils.test_multiclass.FakeMCEstim">
-<em class="property">class </em><code class="sig-name descname">FakeMCEstim</code><a class="headerlink" href="#multiview_platform.tests.test_utils.test_multiclass.FakeMCEstim" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">sklearn.base.BaseEstimator</span></code></p>
-<dl class="py method">
-<dt id="multiview_platform.tests.test_utils.test_multiclass.FakeMCEstim.accepts_multi_class">
-<code class="sig-name descname">accepts_multi_class</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">random_state</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_multiclass.FakeMCEstim.accepts_multi_class" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt id="multiview_platform.tests.test_utils.test_multiclass.FakeMVClassifier">
-<em class="property">class </em><code class="sig-name descname">FakeMVClassifier</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">short_name</span><span class="o">=</span><span class="default_value">'None'</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_multiclass.FakeMVClassifier" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">sklearn.base.BaseEstimator</span></code></p>
-<dl class="py method">
-<dt id="multiview_platform.tests.test_utils.test_multiclass.FakeMVClassifier.fit">
-<code class="sig-name descname">fit</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">X</span></em>, <em class="sig-param"><span class="n">y</span></em>, <em class="sig-param"><span class="n">train_indices</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">view_indices</span><span class="o">=</span><span class="default_value">None</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_multiclass.FakeMVClassifier.fit" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.tests.test_utils.test_multiclass.FakeMVClassifier.predict">
-<code class="sig-name descname">predict</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">X</span></em>, <em class="sig-param"><span class="n">example_indices</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">view_indices</span><span class="o">=</span><span class="default_value">None</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_multiclass.FakeMVClassifier.predict" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt id="multiview_platform.tests.test_utils.test_multiclass.FakeMVClassifierProb">
-<em class="property">class </em><code class="sig-name descname">FakeMVClassifierProb</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">short_name</span><span class="o">=</span><span class="default_value">'None'</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_multiclass.FakeMVClassifierProb" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <a class="reference internal" href="#multiview_platform.tests.test_utils.test_multiclass.FakeMVClassifier" title="multiview_platform.tests.test_utils.test_multiclass.FakeMVClassifier"><code class="xref py py-class docutils literal notranslate"><span class="pre">multiview_platform.tests.test_utils.test_multiclass.FakeMVClassifier</span></code></a></p>
-<dl class="py method">
-<dt id="multiview_platform.tests.test_utils.test_multiclass.FakeMVClassifierProb.predict_proba">
-<code class="sig-name descname">predict_proba</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">X</span></em>, <em class="sig-param"><span class="n">example_indices</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="n">view_indices</span><span class="o">=</span><span class="default_value">None</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_multiclass.FakeMVClassifierProb.predict_proba" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt id="multiview_platform.tests.test_utils.test_multiclass.FakeNonProbaEstim">
-<em class="property">class </em><code class="sig-name descname">FakeNonProbaEstim</code><a class="headerlink" href="#multiview_platform.tests.test_utils.test_multiclass.FakeNonProbaEstim" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <a class="reference internal" href="#multiview_platform.tests.test_utils.test_multiclass.FakeMCEstim" title="multiview_platform.tests.test_utils.test_multiclass.FakeMCEstim"><code class="xref py py-class docutils literal notranslate"><span class="pre">multiview_platform.tests.test_utils.test_multiclass.FakeMCEstim</span></code></a></p>
-</dd></dl>
-
-<dl class="py class">
-<dt id="multiview_platform.tests.test_utils.test_multiclass.FakeProbaEstim">
-<em class="property">class </em><code class="sig-name descname">FakeProbaEstim</code><a class="headerlink" href="#multiview_platform.tests.test_utils.test_multiclass.FakeProbaEstim" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <a class="reference internal" href="#multiview_platform.tests.test_utils.test_multiclass.FakeMCEstim" title="multiview_platform.tests.test_utils.test_multiclass.FakeMCEstim"><code class="xref py py-class docutils literal notranslate"><span class="pre">multiview_platform.tests.test_utils.test_multiclass.FakeMCEstim</span></code></a></p>
-<dl class="py method">
-<dt id="multiview_platform.tests.test_utils.test_multiclass.FakeProbaEstim.predict_proba">
-<code class="sig-name descname">predict_proba</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_multiclass.FakeProbaEstim.predict_proba" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt id="multiview_platform.tests.test_utils.test_multiclass.Test_MultiviewOVOWrapper_fit">
-<em class="property">class </em><code class="sig-name descname">Test_MultiviewOVOWrapper_fit</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">methodName</span><span class="o">=</span><span class="default_value">'runTest'</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_multiclass.Test_MultiviewOVOWrapper_fit" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">unittest.case.TestCase</span></code></p>
-<dl class="py method">
-<dt id="multiview_platform.tests.test_utils.test_multiclass.Test_MultiviewOVOWrapper_fit.setUpClass">
-<em class="property">classmethod </em><code class="sig-name descname">setUpClass</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_multiclass.Test_MultiviewOVOWrapper_fit.setUpClass" title="Permalink to this definition">¶</a></dt>
-<dd><p>Hook method for setting up class fixture before running tests in the class.</p>
-</dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.tests.test_utils.test_multiclass.Test_MultiviewOVOWrapper_fit.test_fit">
-<code class="sig-name descname">test_fit</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_multiclass.Test_MultiviewOVOWrapper_fit.test_fit" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.tests.test_utils.test_multiclass.Test_MultiviewOVOWrapper_fit.test_predict">
-<code class="sig-name descname">test_predict</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_multiclass.Test_MultiviewOVOWrapper_fit.test_predict" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt id="multiview_platform.tests.test_utils.test_multiclass.Test_MultiviewOVRWrapper_fit">
-<em class="property">class </em><code class="sig-name descname">Test_MultiviewOVRWrapper_fit</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">methodName</span><span class="o">=</span><span class="default_value">'runTest'</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_multiclass.Test_MultiviewOVRWrapper_fit" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">unittest.case.TestCase</span></code></p>
-<dl class="py method">
-<dt id="multiview_platform.tests.test_utils.test_multiclass.Test_MultiviewOVRWrapper_fit.setUpClass">
-<em class="property">classmethod </em><code class="sig-name descname">setUpClass</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_multiclass.Test_MultiviewOVRWrapper_fit.setUpClass" title="Permalink to this definition">¶</a></dt>
-<dd><p>Hook method for setting up class fixture before running tests in the class.</p>
-</dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.tests.test_utils.test_multiclass.Test_MultiviewOVRWrapper_fit.test_fit">
-<code class="sig-name descname">test_fit</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_multiclass.Test_MultiviewOVRWrapper_fit.test_fit" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.tests.test_utils.test_multiclass.Test_MultiviewOVRWrapper_fit.test_predict">
-<code class="sig-name descname">test_predict</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_multiclass.Test_MultiviewOVRWrapper_fit.test_predict" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-</dd></dl>
-
-<dl class="py class">
-<dt id="multiview_platform.tests.test_utils.test_multiclass.Test_get_mc_estim">
-<em class="property">class </em><code class="sig-name descname">Test_get_mc_estim</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">methodName</span><span class="o">=</span><span class="default_value">'runTest'</span></em><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_multiclass.Test_get_mc_estim" title="Permalink to this definition">¶</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">unittest.case.TestCase</span></code></p>
-<dl class="py method">
-<dt id="multiview_platform.tests.test_utils.test_multiclass.Test_get_mc_estim.setUpClass">
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-<dd><p>Hook method for setting up class fixture before running tests in the class.</p>
-</dd></dl>
-
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-<dd></dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.tests.test_utils.test_multiclass.Test_get_mc_estim.test_multiclass_native">
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-<dd></dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.tests.test_utils.test_multiclass.Test_get_mc_estim.test_multiclass_ovo">
-<code class="sig-name descname">test_multiclass_ovo</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_multiclass.Test_get_mc_estim.test_multiclass_ovo" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.tests.test_utils.test_multiclass.Test_get_mc_estim.test_multiclass_ovo_multiview">
-<code class="sig-name descname">test_multiclass_ovo_multiview</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_multiclass.Test_get_mc_estim.test_multiclass_ovo_multiview" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.tests.test_utils.test_multiclass.Test_get_mc_estim.test_multiclass_ovr">
-<code class="sig-name descname">test_multiclass_ovr</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_multiclass.Test_get_mc_estim.test_multiclass_ovr" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-<dl class="py method">
-<dt id="multiview_platform.tests.test_utils.test_multiclass.Test_get_mc_estim.test_multiclass_ovr_multiview">
-<code class="sig-name descname">test_multiclass_ovr_multiview</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#multiview_platform.tests.test_utils.test_multiclass.Test_get_mc_estim.test_multiclass_ovr_multiview" title="Permalink to this definition">¶</a></dt>
-<dd></dd></dl>
-
-</dd></dl>
-
+<div class="section" id="multiview-platform-tests-test-utils-test-multiclass-module">
+<h2>multiview_platform.tests.test_utils.test_multiclass module<a class="headerlink" href="#multiview-platform-tests-test-utils-test-multiclass-module" title="Permalink to this headline">¶</a></h2>
</div>
-<div class="section" id="module-multiview_platform.tests.test_utils">
-<span id="module-contents"></span><h2>Module contents<a class="headerlink" href="#module-multiview_platform.tests.test_utils" title="Permalink to this headline">¶</a></h2>
+<div class="section" id="module-contents">
+<h2>Module contents<a class="headerlink" href="#module-contents" title="Permalink to this headline">¶</a></h2>
</div>
</div>
@@ -527,11 +76,11 @@
<ul>
<li><a class="reference internal" href="#">multiview_platform.tests.test_utils package</a><ul>
<li><a class="reference internal" href="#submodules">Submodules</a></li>
-<li><a class="reference internal" href="#module-multiview_platform.tests.test_utils.test_GetMultiviewDB">multiview_platform.tests.test_utils.test_GetMultiviewDB module</a></li>
-<li><a class="reference internal" href="#module-multiview_platform.tests.test_utils.test_configuration">multiview_platform.tests.test_utils.test_configuration module</a></li>
-<li><a class="reference internal" href="#module-multiview_platform.tests.test_utils.test_execution">multiview_platform.tests.test_utils.test_execution module</a></li>
-<li><a class="reference internal" href="#module-multiview_platform.tests.test_utils.test_multiclass">multiview_platform.tests.test_utils.test_multiclass module</a></li>
-<li><a class="reference internal" href="#module-multiview_platform.tests.test_utils">Module contents</a></li>
+<li><a class="reference internal" href="#multiview-platform-tests-test-utils-test-getmultiviewdb-module">multiview_platform.tests.test_utils.test_GetMultiviewDB module</a></li>
+<li><a class="reference internal" href="#multiview-platform-tests-test-utils-test-configuration-module">multiview_platform.tests.test_utils.test_configuration module</a></li>
+<li><a class="reference internal" href="#multiview-platform-tests-test-utils-test-execution-module">multiview_platform.tests.test_utils.test_execution module</a></li>
+<li><a class="reference internal" href="#multiview-platform-tests-test-utils-test-multiclass-module">multiview_platform.tests.test_utils.test_multiclass module</a></li>
+<li><a class="reference internal" href="#module-contents">Module contents</a></li>
</ul>
</li>
</ul>
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index 56361635..e77a4348 100644
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+++ b/docs/build/search.html
@@ -1,9 +1,11 @@
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\ No newline at end of file
diff --git a/docs/build/tutorials/example1.html b/docs/build/tutorials/example1.html
index 3597be40..4e2d6b8c 100644
--- a/docs/build/tutorials/example1.html
+++ b/docs/build/tutorials/example1.html
@@ -1,9 +1,11 @@
-<!DOCTYPE html>
+<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
+ "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
-<html>
+<html xmlns="http://www.w3.org/1999/xhtml">
<head>
- <meta charset="utf-8" />
+ <meta http-equiv="X-UA-Compatible" content="IE=Edge" />
+ <meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<title>Example 1 : First big step with SuMMIT — SuMMIT 0 documentation</title>
<link rel="stylesheet" href="../_static/classic.css" type="text/css" />
<link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
@@ -56,91 +58,92 @@
<div class="section" id="a-generated-dataset-to-rule-them-all">
<h2>A generated dataset to rule them all<a class="headerlink" href="#a-generated-dataset-to-rule-them-all" title="Permalink to this headline">¶</a></h2>
<p>The <a class="reference external" href="https://gitlab.lis-lab.fr/baptiste.bauvin/summit/-/tree/master/multiview_platform/examples/data/doc_summit.hdf5">dataset</a> that will be used in the examples consists in</p>
-<ul class="simple">
-<li><dl class="simple">
-<dt>500 examples that are either</dt><dd><ul>
-<li><p>mis-described by all the views (labelled <code class="docutils literal notranslate"><span class="pre">Mutual_error_*</span></code>),</p></li>
-<li><p>well-described by all the views (labelled <code class="docutils literal notranslate"><span class="pre">Redundant_*</span></code>),</p></li>
-<li><p>well-described by the majority of the views (labelled <code class="docutils literal notranslate"><span class="pre">Complementary_*</span></code>),</p></li>
-<li><p>randomly well- or mis-described by the views (labelled <code class="docutils literal notranslate"><span class="pre">example_*</span></code>).</p></li>
+<ul>
+<li><dl class="first docutils">
+<dt>500 examples that are either</dt><dd><ul class="simple">
+<li>mis-described by all the views (labelled <code class="docutils literal notranslate"><span class="pre">Mutual_error_*</span></code>),</li>
+<li>well-described by all the views (labelled <code class="docutils literal notranslate"><span class="pre">Redundant_*</span></code>),</li>
+<li>well-described by the majority of the views (labelled <code class="docutils literal notranslate"><span class="pre">Complementary_*</span></code>),</li>
+<li>randomly well- or mis-described by the views (labelled <code class="docutils literal notranslate"><span class="pre">example_*</span></code>).</li>
</ul>
</dd>
</dl>
</li>
-<li><p>8 balanced classes named <code class="docutils literal notranslate"><span class="pre">'label_1'</span></code>, …, <code class="docutils literal notranslate"><span class="pre">'label_8'</span></code>,</p></li>
-<li><dl class="simple">
-<dt>4 views named <code class="docutils literal notranslate"><span class="pre">'generated_view_1'</span></code>, …, <code class="docutils literal notranslate"><span class="pre">'generated_view_4'</span></code>,</dt><dd><ul>
-<li><p>each view consisting in 3 features.</p></li>
+<li><p class="first">8 balanced classes named <code class="docutils literal notranslate"><span class="pre">'label_1'</span></code>, …, <code class="docutils literal notranslate"><span class="pre">'label_8'</span></code>,</p>
+</li>
+<li><dl class="first docutils">
+<dt>4 views named <code class="docutils literal notranslate"><span class="pre">'generated_view_1'</span></code>, …, <code class="docutils literal notranslate"><span class="pre">'generated_view_4'</span></code>,</dt><dd><ul class="simple">
+<li>each view consisting in 3 features.</li>
</ul>
</dd>
</dl>
</li>
</ul>
<p>It has been parametrized with the following error matrix that encapsulates the quantity of information available in each view for each label :</p>
-<table class="docutils align-default">
+<table border="1" class="docutils">
<colgroup>
-<col style="width: 22%" />
-<col style="width: 20%" />
-<col style="width: 20%" />
-<col style="width: 20%" />
-<col style="width: 20%" />
+<col width="22%" />
+<col width="20%" />
+<col width="20%" />
+<col width="20%" />
+<col width="20%" />
</colgroup>
-<thead>
-<tr class="row-odd"><th class="head"></th>
-<th class="head"><p>View 1</p></th>
-<th class="head"><p>View 2</p></th>
-<th class="head"><p>View 3</p></th>
-<th class="head"><p>View 4</p></th>
+<thead valign="bottom">
+<tr class="row-odd"><th class="head"> </th>
+<th class="head">View 1</th>
+<th class="head">View 2</th>
+<th class="head">View 3</th>
+<th class="head">View 4</th>
</tr>
</thead>
-<tbody>
-<tr class="row-even"><td><p>label_1</p></td>
-<td><p>0.40</p></td>
-<td><p>0.40</p></td>
-<td><p>0.40</p></td>
-<td><p>0.40</p></td>
+<tbody valign="top">
+<tr class="row-even"><td>label_1</td>
+<td>0.40</td>
+<td>0.40</td>
+<td>0.40</td>
+<td>0.40</td>
</tr>
-<tr class="row-odd"><td><p>label_2</p></td>
-<td><p>0.55</p></td>
-<td><p>0.40</p></td>
-<td><p>0.40</p></td>
-<td><p>0.40</p></td>
+<tr class="row-odd"><td>label_2</td>
+<td>0.55</td>
+<td>0.40</td>
+<td>0.40</td>
+<td>0.40</td>
</tr>
-<tr class="row-even"><td><p>label_3</p></td>
-<td><p>0.40</p></td>
-<td><p>0.50</p></td>
-<td><p>0.60</p></td>
-<td><p>0.55</p></td>
+<tr class="row-even"><td>label_3</td>
+<td>0.40</td>
+<td>0.50</td>
+<td>0.60</td>
+<td>0.55</td>
</tr>
-<tr class="row-odd"><td><p>label_4</p></td>
-<td><p>0.40</p></td>
-<td><p>0.50</p></td>
-<td><p>0.50</p></td>
-<td><p>0.40</p></td>
+<tr class="row-odd"><td>label_4</td>
+<td>0.40</td>
+<td>0.50</td>
+<td>0.50</td>
+<td>0.40</td>
</tr>
-<tr class="row-even"><td><p>label_5</p></td>
-<td><p>0.40</p></td>
-<td><p>0.40</p></td>
-<td><p>0.40</p></td>
-<td><p>0.40</p></td>
+<tr class="row-even"><td>label_5</td>
+<td>0.40</td>
+<td>0.40</td>
+<td>0.40</td>
+<td>0.40</td>
</tr>
-<tr class="row-odd"><td><p>label_6</p></td>
-<td><p>0.40</p></td>
-<td><p>0.40</p></td>
-<td><p>0.40</p></td>
-<td><p>0.40</p></td>
+<tr class="row-odd"><td>label_6</td>
+<td>0.40</td>
+<td>0.40</td>
+<td>0.40</td>
+<td>0.40</td>
</tr>
-<tr class="row-even"><td><p>label_7</p></td>
-<td><p>0.40</p></td>
-<td><p>0.40</p></td>
-<td><p>0.40</p></td>
-<td><p>0.40</p></td>
+<tr class="row-even"><td>label_7</td>
+<td>0.40</td>
+<td>0.40</td>
+<td>0.40</td>
+<td>0.40</td>
</tr>
-<tr class="row-odd"><td><p>label_7</p></td>
-<td><p>0.40</p></td>
-<td><p>0.40</p></td>
-<td><p>0.40</p></td>
-<td><p>0.40</p></td>
+<tr class="row-odd"><td>label_7</td>
+<td>0.40</td>
+<td>0.40</td>
+<td>0.40</td>
+<td>0.40</td>
</tr>
</tbody>
</table>
@@ -155,25 +158,29 @@
<p><strong>Understanding the config file</strong></p>
<p>The config file that will be used in this example is available <a class="reference external" href="https://gitlab.lis-lab.fr/baptiste.bauvin/summit/-/tree/master/multiview_platform/examples/config_files/config_example_1.yml">here</a>, let us decrypt the main arguments :</p>
<ul>
-<li><p>The first part regroups the basics :</p>
+<li><p class="first">The first part regroups the basics :</p>
<blockquote>
<div><ul class="simple">
-<li><p><code class="code yaml docutils literal notranslate"><span class="name tag"><span class="pre">log</span></span><span class="punctuation"><span class="pre">:</span></span> <span class="literal scalar plain"><span class="pre">True</span></span></code> (<a class="reference external" href="https://gitlab.lis-lab.fr/baptiste.bauvin/summit/-/tree/master/multiview_platform/examples/config_files/config_example_1.yml#L4">l4</a>) allows to print the log in the terminal,</p></li>
-<li><p><code class="code yaml docutils literal notranslate"><span class="name tag"><span class="pre">name</span></span><span class="punctuation"><span class="pre">:</span></span> <span class="punctuation indicator"><span class="pre">[</span></span><span class="literal string"><span class="pre">“summit_doc”</span></span><span class="punctuation indicator"><span class="pre">]</span></span></code> (<a class="reference external" href="https://gitlab.lis-lab.fr/baptiste.bauvin/summit/-/tree/master/multiview_platform/examples/config_files/config_example_1.yml#L6">l6</a>) uses the plausible simulated dataset,</p></li>
-<li><p><code class="code yaml docutils literal notranslate"><span class="name tag"><span class="pre">random_state</span></span><span class="punctuation"><span class="pre">:</span></span> <span class="literal scalar plain"><span class="pre">42</span></span></code> (<a class="reference external" href="https://gitlab.lis-lab.fr/baptiste.bauvin/summit/-/tree/master/multiview_platform/examples/config_files/config_example_1.yml#L18">l18</a>) fixes the seed of the random state for this benchmark, it is useful for reproductibility,</p></li>
-<li><p><code class="code yaml docutils literal notranslate"><span class="name tag"><span class="pre">full</span></span><span class="punctuation"><span class="pre">:</span></span> <span class="literal scalar plain"><span class="pre">True</span></span></code> (<a class="reference external" href="https://gitlab.lis-lab.fr/baptiste.bauvin/summit/-/tree/master/multiview_platform/examples/config_files/config_example_1.yml#L22">l22</a>) means the benchmark will use the full dataset,</p></li>
-<li><p><code class="code yaml docutils literal notranslate"><span class="name tag"><span class="pre">res_dir</span></span><span class="punctuation"><span class="pre">:</span></span> <span class="literal string"><span class="pre">“examples/results/example_1/”</span></span></code> (<a class="reference external" href="https://gitlab.lis-lab.fr/baptiste.bauvin/summit/-/tree/master/multiview_platform/examples/config_files/config_example_1.yml#L26">l26</a>) saves the results in <code class="docutils literal notranslate"><span class="pre">summit/multiview_platform/examples/results/example_1</span></code></p></li>
+<li><code class="code yaml docutils literal notranslate"><span class="name tag"><span class="pre">log</span></span><span class="punctuation"><span class="pre">:</span></span> <span class="literal scalar plain"><span class="pre">True</span></span></code> (<a class="reference external" href="https://gitlab.lis-lab.fr/baptiste.bauvin/summit/-/tree/master/multiview_platform/examples/config_files/config_example_1.yml#L4">l4</a>) allows to print the log in the terminal,</li>
+<li><code class="code yaml docutils literal notranslate"><span class="name tag"><span class="pre">name</span></span><span class="punctuation"><span class="pre">:</span></span> <span class="punctuation indicator"><span class="pre">[</span></span><span class="literal string"><span class="pre">“summit_doc”</span></span><span class="punctuation indicator"><span class="pre">]</span></span></code> (<a class="reference external" href="https://gitlab.lis-lab.fr/baptiste.bauvin/summit/-/tree/master/multiview_platform/examples/config_files/config_example_1.yml#L6">l6</a>) uses the plausible simulated dataset,</li>
+<li><code class="code yaml docutils literal notranslate"><span class="name tag"><span class="pre">random_state</span></span><span class="punctuation"><span class="pre">:</span></span> <span class="literal scalar plain"><span class="pre">42</span></span></code> (<a class="reference external" href="https://gitlab.lis-lab.fr/baptiste.bauvin/summit/-/tree/master/multiview_platform/examples/config_files/config_example_1.yml#L18">l18</a>) fixes the seed of the random state for this benchmark, it is useful for reproductibility,</li>
+<li><code class="code yaml docutils literal notranslate"><span class="name tag"><span class="pre">full</span></span><span class="punctuation"><span class="pre">:</span></span> <span class="literal scalar plain"><span class="pre">True</span></span></code> (<a class="reference external" href="https://gitlab.lis-lab.fr/baptiste.bauvin/summit/-/tree/master/multiview_platform/examples/config_files/config_example_1.yml#L22">l22</a>) means the benchmark will use the full dataset,</li>
+<li><code class="code yaml docutils literal notranslate"><span class="name tag"><span class="pre">res_dir</span></span><span class="punctuation"><span class="pre">:</span></span> <span class="literal string"><span class="pre">“examples/results/example_1/”</span></span></code> (<a class="reference external" href="https://gitlab.lis-lab.fr/baptiste.bauvin/summit/-/tree/master/multiview_platform/examples/config_files/config_example_1.yml#L26">l26</a>) saves the results in <code class="docutils literal notranslate"><span class="pre">summit/multiview_platform/examples/results/example_1</span></code></li>
</ul>
</div></blockquote>
</li>
-<li><p>Then the classification-related arguments :</p>
+<li><p class="first">Then the classification-related arguments :</p>
<blockquote>
<div><ul>
-<li><p><code class="code yaml docutils literal notranslate"><span class="name tag"><span class="pre">split</span></span><span class="punctuation"><span class="pre">:</span></span> <span class="literal scalar plain"><span class="pre">0.25</span></span></code> (<a class="reference external" href="https://gitlab.lis-lab.fr/baptiste.bauvin/summit/-/tree/master/multiview_platform/examples/config_files/config_example_1.yml#L35">l35</a>) means that 75% of the dataset will be used to test the different classifiers and 25% to train them,</p></li>
-<li><p><code class="code yaml docutils literal notranslate"><span class="name tag"><span class="pre">type</span></span><span class="punctuation"><span class="pre">:</span></span> <span class="punctuation indicator"><span class="pre">[</span></span><span class="literal string"><span class="pre">“monoview”</span></span><span class="punctuation indicator"><span class="pre">,</span></span> <span class="literal string"><span class="pre">“multiview”</span></span><span class="punctuation indicator"><span class="pre">]</span></span></code> (<a class="reference external" href="https://gitlab.lis-lab.fr/baptiste.bauvin/summit/-/tree/master/multiview_platform/examples/config_files/config_example_1.yml#L43">l43</a>) allows for monoview and multiview algorithms to be used in the benchmark,</p></li>
-<li><p><code class="code yaml docutils literal notranslate"><span class="name tag"><span class="pre">algos_monoview</span></span><span class="punctuation"><span class="pre">:</span></span> <span class="punctuation indicator"><span class="pre">[</span></span><span class="literal string"><span class="pre">“decision_tree”</span></span><span class="punctuation indicator"><span class="pre">]</span></span></code> (<a class="reference external" href="https://gitlab.lis-lab.fr/baptiste.bauvin/summit/-/tree/master/multiview_platform/examples/config_files/config_example_1.yml#L45">l45</a>) runs a Decision tree on each view,</p></li>
-<li><p><code class="code yaml docutils literal notranslate"><span class="name tag"><span class="pre">algos_multiview</span></span><span class="punctuation"><span class="pre">:</span></span> <span class="punctuation indicator"><span class="pre">[</span></span><span class="literal string"><span class="pre">“weighted_linear_late_fusion”</span></span><span class="punctuation indicator"><span class="pre">]</span></span></code> (<a class="reference external" href="https://gitlab.lis-lab.fr/baptiste.bauvin/summit/-/tree/master/multiview_platform/examples/config_files/config_example_1.yml#L47">l47</a>) runs a late fusion,</p></li>
-<li><p>The metrics configuration (<a class="reference external" href="https://gitlab.lis-lab.fr/baptiste.bauvin/summit/-/tree/master/multiview_platform/examples/config_files/config_example_1.yml#L52">l52-55</a>)</p>
+<li><p class="first"><code class="code yaml docutils literal notranslate"><span class="name tag"><span class="pre">split</span></span><span class="punctuation"><span class="pre">:</span></span> <span class="literal scalar plain"><span class="pre">0.25</span></span></code> (<a class="reference external" href="https://gitlab.lis-lab.fr/baptiste.bauvin/summit/-/tree/master/multiview_platform/examples/config_files/config_example_1.yml#L35">l35</a>) means that 75% of the dataset will be used to test the different classifiers and 25% to train them,</p>
+</li>
+<li><p class="first"><code class="code yaml docutils literal notranslate"><span class="name tag"><span class="pre">type</span></span><span class="punctuation"><span class="pre">:</span></span> <span class="punctuation indicator"><span class="pre">[</span></span><span class="literal string"><span class="pre">“monoview”</span></span><span class="punctuation indicator"><span class="pre">,</span></span> <span class="literal string"><span class="pre">“multiview”</span></span><span class="punctuation indicator"><span class="pre">]</span></span></code> (<a class="reference external" href="https://gitlab.lis-lab.fr/baptiste.bauvin/summit/-/tree/master/multiview_platform/examples/config_files/config_example_1.yml#L43">l43</a>) allows for monoview and multiview algorithms to be used in the benchmark,</p>
+</li>
+<li><p class="first"><code class="code yaml docutils literal notranslate"><span class="name tag"><span class="pre">algos_monoview</span></span><span class="punctuation"><span class="pre">:</span></span> <span class="punctuation indicator"><span class="pre">[</span></span><span class="literal string"><span class="pre">“decision_tree”</span></span><span class="punctuation indicator"><span class="pre">]</span></span></code> (<a class="reference external" href="https://gitlab.lis-lab.fr/baptiste.bauvin/summit/-/tree/master/multiview_platform/examples/config_files/config_example_1.yml#L45">l45</a>) runs a Decision tree on each view,</p>
+</li>
+<li><p class="first"><code class="code yaml docutils literal notranslate"><span class="name tag"><span class="pre">algos_multiview</span></span><span class="punctuation"><span class="pre">:</span></span> <span class="punctuation indicator"><span class="pre">[</span></span><span class="literal string"><span class="pre">“weighted_linear_late_fusion”</span></span><span class="punctuation indicator"><span class="pre">]</span></span></code> (<a class="reference external" href="https://gitlab.lis-lab.fr/baptiste.bauvin/summit/-/tree/master/multiview_platform/examples/config_files/config_example_1.yml#L47">l47</a>) runs a late fusion,</p>
+</li>
+<li><p class="first">The metrics configuration (<a class="reference external" href="https://gitlab.lis-lab.fr/baptiste.bauvin/summit/-/tree/master/multiview_platform/examples/config_files/config_example_1.yml#L52">l52-55</a>)</p>
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">metrics</span><span class="p">:</span>
<span class="n">accuracy_score</span><span class="p">:{}</span>
<span class="n">f1_score</span><span class="p">:</span>
@@ -428,8 +435,8 @@ The html version is as follows :</p>
<p>It is the representation of a matrix, where the rows are the examples, and the columns are the classifiers.</p>
<p>The examples labelled as <code class="docutils literal notranslate"><span class="pre">Mutual_error_*</span></code> are mis-classified by most of the algorithms, the redundant ones are well-classified, and the complementary ones are mixly classified.</p>
<div class="admonition note">
-<p class="admonition-title">Note</p>
-<p>It is highly recommended to zoom in the html figure to see each row.</p>
+<p class="first admonition-title">Note</p>
+<p class="last">It is highly recommended to zoom in the html figure to see each row.</p>
</div>
<html>
<head><meta charset="utf-8" /></head>
@@ -510,7 +517,8 @@ It could mean that the example is incorrectly labeled in the dataset or is very
<div class="section" id="classifier-dependant-files">
<h3>Classifier-dependant files<a class="headerlink" href="#classifier-dependant-files" title="Permalink to this headline">¶</a></h3>
<p>For each classifier, at least one file is generated, called <code class="docutils literal notranslate"><span class="pre">*-summary.txt</span></code>.</p>
-<pre class="literal-block">Classification on doc_summit for generated_view_1 with decision_tree.
+<pre class="literal-block">
+Classification on doc_summit for generated_view_1 with decision_tree.
Database configuration :
- Database name : doc_summit
@@ -565,6 +573,7 @@ Feature importances :
- Feature index : 0, feature importance : 0.42752552366689905
- Feature index : 1, feature importance : 0.4031352121725926
- Feature index : 2, feature importance : 0.1693392641605082
+
</pre>
<p>This regroups the useful information on the classifier’s configuration and it’s performance. An interpretation section is available for classifiers that present some interpretation-related information (as feature importance).</p>
</div>
diff --git a/docs/build/tutorials/example2.html b/docs/build/tutorials/example2.html
index 5636698a..77880532 100644
--- a/docs/build/tutorials/example2.html
+++ b/docs/build/tutorials/example2.html
@@ -1,9 +1,11 @@
-<!DOCTYPE html>
+<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
+ "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
-<html>
+<html xmlns="http://www.w3.org/1999/xhtml">
<head>
- <meta charset="utf-8" />
+ <meta http-equiv="X-UA-Compatible" content="IE=Edge" />
+ <meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<title>Example 2 : Understanding the hyper-parameter optimization — SuMMIT 0 documentation</title>
<link rel="stylesheet" href="../_static/classic.css" type="text/css" />
<link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
@@ -53,10 +55,10 @@
<p>In order to understand the process and it’s usefulness, let’s run some configurations and analyze the results.</p>
<p>This example will focus only on some lines of the configuration file :</p>
<ul class="simple">
-<li><p><code class="code yaml docutils literal notranslate"><span class="name tag"><span class="pre">split</span></span><span class="punctuation"><span class="pre">:</span></span></code>, controlling the ratio between the testing set and the training set,</p></li>
-<li><p><code class="code yaml docutils literal notranslate"><span class="name tag"><span class="pre">hps_type</span></span><span class="punctuation"><span class="pre">:</span></span></code>, controlling the type of hyper-parameter search,</p></li>
-<li><p><code class="code yaml docutils literal notranslate"><span class="name tag"><span class="pre">hps_args</span></span><span class="punctuation"><span class="pre">:</span></span></code>, controlling the parameters of the hyper-parameters search method,</p></li>
-<li><p><code class="code yaml docutils literal notranslate"><span class="name tag"><span class="pre">nb_folds</span></span><span class="punctuation"><span class="pre">:</span></span></code>, controlling the number of folds in the cross-validation process.</p></li>
+<li><code class="code yaml docutils literal notranslate"><span class="name tag"><span class="pre">split</span></span><span class="punctuation"><span class="pre">:</span></span></code>, controlling the ratio between the testing set and the training set,</li>
+<li><code class="code yaml docutils literal notranslate"><span class="name tag"><span class="pre">hps_type</span></span><span class="punctuation"><span class="pre">:</span></span></code>, controlling the type of hyper-parameter search,</li>
+<li><code class="code yaml docutils literal notranslate"><span class="name tag"><span class="pre">hps_args</span></span><span class="punctuation"><span class="pre">:</span></span></code>, controlling the parameters of the hyper-parameters search method,</li>
+<li><code class="code yaml docutils literal notranslate"><span class="name tag"><span class="pre">nb_folds</span></span><span class="punctuation"><span class="pre">:</span></span></code>, controlling the number of folds in the cross-validation process.</li>
</ul>
<div class="section" id="example-2-1-no-hyper-parameter-optimization-impact-of-split-size">
<h3>Example 2.1 : No hyper-parameter optimization, impact of split size<a class="headerlink" href="#example-2-1-no-hyper-parameter-optimization-impact-of-split-size" title="Permalink to this headline">¶</a></h3>
@@ -65,13 +67,13 @@
and the multivew classifier is a late fusion majority vote.</p>
<p>In order to use only a subset of the available classifiers, three lines in the configuration file are useful :</p>
<ul class="simple">
-<li><p><code class="code yaml docutils literal notranslate"><span class="name tag"><span class="pre">type</span></span><span class="punctuation"><span class="pre">:</span></span></code> (<a class="reference external" href="https://gitlab.lis-lab.fr/baptiste.bauvin/summit/-/tree/master/multiview_platform/examples/config_files/config_example_2_1_1.yml#L45">l45</a>) in which one has to specify which type of algorithms are needed, here we used <code class="docutils literal notranslate"><span class="pre">type:</span> <span class="pre">["monoview","multiview"]</span></code>,</p></li>
-<li><p><code class="code yaml docutils literal notranslate"><span class="name tag"><span class="pre">algos_monoview</span></span><span class="punctuation"><span class="pre">:</span></span></code> (<a class="reference external" href="https://gitlab.lis-lab.fr/baptiste.bauvin/summit/-/tree/master/multiview_platform/examples/config_files/config_example_2_1_1.yml#L45">l47</a>) in which one specifies the names of the monoview algorithms to run, here we used : <code class="code yaml docutils literal notranslate"><span class="name tag"><span class="pre">algos_monoview</span></span><span class="punctuation"><span class="pre">:</span></span> <span class="punctuation indicator"><span class="pre">[</span></span><span class="literal string"><span class="pre">“decision_tree”</span></span><span class="punctuation indicator"><span class="pre">,</span></span> <span class="literal string"><span class="pre">“adaboost”</span></span><span class="punctuation indicator"><span class="pre">,</span></span> <span class="punctuation indicator"><span class="pre">]</span></span></code></p></li>
-<li><p><code class="code yaml docutils literal notranslate"><span class="name tag"><span class="pre">algos_multiview</span></span><span class="punctuation"><span class="pre">:</span></span></code> (<a class="reference external" href="https://gitlab.lis-lab.fr/baptiste.bauvin/summit/-/tree/master/multiview_platform/examples/config_files/config_example_2_1_1.yml#L45">l49</a>) is the same but with multiview algorithms, here we used : <code class="code yaml docutils literal notranslate"><span class="name tag"><span class="pre">algos_multiview</span></span><span class="punctuation"><span class="pre">:</span></span> <span class="punctuation indicator"><span class="pre">[</span></span><span class="literal string"><span class="pre">“weighted_linear_late_fusion”</span></span><span class="punctuation indicator"><span class="pre">,</span></span> <span class="punctuation indicator"><span class="pre">]</span></span></code></p></li>
+<li><code class="code yaml docutils literal notranslate"><span class="name tag"><span class="pre">type</span></span><span class="punctuation"><span class="pre">:</span></span></code> (<a class="reference external" href="https://gitlab.lis-lab.fr/baptiste.bauvin/summit/-/tree/master/multiview_platform/examples/config_files/config_example_2_1_1.yml#L45">l45</a>) in which one has to specify which type of algorithms are needed, here we used <code class="docutils literal notranslate"><span class="pre">type:</span> <span class="pre">["monoview","multiview"]</span></code>,</li>
+<li><code class="code yaml docutils literal notranslate"><span class="name tag"><span class="pre">algos_monoview</span></span><span class="punctuation"><span class="pre">:</span></span></code> (<a class="reference external" href="https://gitlab.lis-lab.fr/baptiste.bauvin/summit/-/tree/master/multiview_platform/examples/config_files/config_example_2_1_1.yml#L45">l47</a>) in which one specifies the names of the monoview algorithms to run, here we used : <code class="code yaml docutils literal notranslate"><span class="name tag"><span class="pre">algos_monoview</span></span><span class="punctuation"><span class="pre">:</span></span> <span class="punctuation indicator"><span class="pre">[</span></span><span class="literal string"><span class="pre">“decision_tree”</span></span><span class="punctuation indicator"><span class="pre">,</span></span> <span class="literal string"><span class="pre">“adaboost”</span></span><span class="punctuation indicator"><span class="pre">,</span></span> <span class="punctuation indicator"><span class="pre">]</span></span></code></li>
+<li><code class="code yaml docutils literal notranslate"><span class="name tag"><span class="pre">algos_multiview</span></span><span class="punctuation"><span class="pre">:</span></span></code> (<a class="reference external" href="https://gitlab.lis-lab.fr/baptiste.bauvin/summit/-/tree/master/multiview_platform/examples/config_files/config_example_2_1_1.yml#L45">l49</a>) is the same but with multiview algorithms, here we used : <code class="code yaml docutils literal notranslate"><span class="name tag"><span class="pre">algos_multiview</span></span><span class="punctuation"><span class="pre">:</span></span> <span class="punctuation indicator"><span class="pre">[</span></span><span class="literal string"><span class="pre">“weighted_linear_late_fusion”</span></span><span class="punctuation indicator"><span class="pre">,</span></span> <span class="punctuation indicator"><span class="pre">]</span></span></code></li>
</ul>
<div class="admonition note">
-<p class="admonition-title">Note</p>
-<p>For the platform to understand the names, the user has to give the <strong>name of the python module</strong> in which the classifier is implemented in the platform.</p>
+<p class="first admonition-title">Note</p>
+<p class="last">For the platform to understand the names, the user has to give the <strong>name of the python module</strong> in which the classifier is implemented in the platform.</p>
</div>
<p>In the config file, the default values for Adaboost’s hyper-parameters are :</p>
<div class="highlight-yaml notranslate"><div class="highlight"><pre><span></span><span class="nt">adaboost</span><span class="p">:</span>
@@ -103,7 +105,7 @@ and the multivew classifier is a late fusion majority vote.</p>
<h4>Learning on a few examples<a class="headerlink" href="#learning-on-a-few-examples" title="Permalink to this headline">¶</a></h4>
<p>This example focuses on one line of the config file :</p>
<ul class="simple">
-<li><p><code class="code yaml docutils literal notranslate"><span class="name tag"><span class="pre">split</span></span><span class="punctuation"><span class="pre">:</span></span> <span class="literal scalar plain"><span class="pre">0.80</span></span></code> (<a class="reference external" href="https://gitlab.lis-lab.fr/baptiste.bauvin/summit/-/tree/master/multiview_platform/examples/config_files/config_example_2_1_1.yml#L37">l37</a>).</p></li>
+<li><code class="code yaml docutils literal notranslate"><span class="name tag"><span class="pre">split</span></span><span class="punctuation"><span class="pre">:</span></span> <span class="literal scalar plain"><span class="pre">0.80</span></span></code> (<a class="reference external" href="https://gitlab.lis-lab.fr/baptiste.bauvin/summit/-/tree/master/multiview_platform/examples/config_files/config_example_2_1_1.yml#L37">l37</a>).</li>
</ul>
<p>To run the first part of this example, run :</p>
<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="gp">>>> </span><span class="kn">from</span> <span class="nn">multiview_platform.execute</span> <span class="kn">import</span> <span class="n">execute</span>
@@ -176,8 +178,8 @@ and the multivew classifier is a late fusion majority vote.</p>
<h4>Conclusion<a class="headerlink" href="#conclusion" title="Permalink to this headline">¶</a></h4>
<p>The split ratio has two consequences :</p>
<ul class="simple">
-<li><p>Increasing the test set size decreases the information available in the train set size so either it helps to avoid overfitting (Adaboost) or it can hide useful information to the classifier and therefor decrease its performance (decision tree),</p></li>
-<li><p>The second consequence is that increasing train size will increase the benchmark duration as the classifiers will have to learn on more examples, this duration modification is higher if the dataset has high dimensionality and if the algorithms are complex.</p></li>
+<li>Increasing the test set size decreases the information available in the train set size so either it helps to avoid overfitting (Adaboost) or it can hide useful information to the classifier and therefor decrease its performance (decision tree),</li>
+<li>The second consequence is that increasing train size will increase the benchmark duration as the classifiers will have to learn on more examples, this duration modification is higher if the dataset has high dimensionality and if the algorithms are complex.</li>
</ul>
</div>
</div>
@@ -190,11 +192,11 @@ This is only useful if one knows the optimal combination of hyper-parameter for
<p>In this example, we will use a randomized search, one of the two hyper-parameter optimization methods implemented in SuMMIT.</p>
<p>To do so we will go through five lines of the config file :</p>
<ul class="simple">
-<li><p><code class="code yaml docutils literal notranslate"><span class="name tag"><span class="pre">hps_type</span></span><span class="punctuation"><span class="pre">:</span></span></code>, controlling the type of hyper-parameter search,</p></li>
-<li><p><code class="code yaml docutils literal notranslate"><span class="name tag"><span class="pre">n_iter</span></span><span class="punctuation"><span class="pre">:</span></span></code>, controlling the number of random draws during the hyper-parameter search,</p></li>
-<li><p><code class="code yaml docutils literal notranslate"><span class="name tag"><span class="pre">equivalent_draws</span></span><span class="punctuation"><span class="pre">:</span></span></code>, controlling the number fo draws for multiview algorithms,</p></li>
-<li><p><code class="code yaml docutils literal notranslate"><span class="name tag"><span class="pre">nb_folds</span></span><span class="punctuation"><span class="pre">:</span></span></code>, controlling the number of folds in the cross-validation process,</p></li>
-<li><p><code class="code yaml docutils literal notranslate"><span class="name tag"><span class="pre">metric_princ</span></span><span class="punctuation"><span class="pre">:</span></span></code>, controlling which metric will be used in the cross-validation.</p></li>
+<li><code class="code yaml docutils literal notranslate"><span class="name tag"><span class="pre">hps_type</span></span><span class="punctuation"><span class="pre">:</span></span></code>, controlling the type of hyper-parameter search,</li>
+<li><code class="code yaml docutils literal notranslate"><span class="name tag"><span class="pre">n_iter</span></span><span class="punctuation"><span class="pre">:</span></span></code>, controlling the number of random draws during the hyper-parameter search,</li>
+<li><code class="code yaml docutils literal notranslate"><span class="name tag"><span class="pre">equivalent_draws</span></span><span class="punctuation"><span class="pre">:</span></span></code>, controlling the number fo draws for multiview algorithms,</li>
+<li><code class="code yaml docutils literal notranslate"><span class="name tag"><span class="pre">nb_folds</span></span><span class="punctuation"><span class="pre">:</span></span></code>, controlling the number of folds in the cross-validation process,</li>
+<li><code class="code yaml docutils literal notranslate"><span class="name tag"><span class="pre">metric_princ</span></span><span class="punctuation"><span class="pre">:</span></span></code>, controlling which metric will be used in the cross-validation.</li>
</ul>
<p>So if you run SuMMIT with :</p>
<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="gp">>>> </span><span class="kn">from</span> <span class="nn">multiview_platform.execute</span> <span class="kn">import</span> <span class="n">execute</span>
@@ -238,8 +240,8 @@ for each multiview classifier:
<p>The instructions inside the brackets are the one that the hyper-parameter
optimization adds.</p>
<div class="admonition note">
-<p class="admonition-title">Note</p>
-<p>As the randomized search has independent steps, it profits a lot from multi-threading, however, it is not available at the moment, but is one of our priorities.</p>
+<p class="first admonition-title">Note</p>
+<p class="last">As the randomized search has independent steps, it profits a lot from multi-threading, however, it is not available at the moment, but is one of our priorities.</p>
</div>
<div class="section" id="the-results">
<h4>The results<a class="headerlink" href="#the-results" title="Permalink to this headline">¶</a></h4>
@@ -270,8 +272,8 @@ optimization adds.</p>
</body>
</html><p>The choice made here is to allow a different amount of draws for mono and multiview classifiers. However, allowing the same number of draws to both is also available by setting <code class="code yaml docutils literal notranslate"><span class="name tag"><span class="pre">equivalent_draws</span></span><span class="punctuation"><span class="pre">:</span></span> <span class="literal scalar plain"><span class="pre">False</span></span></code>.</p>
<div class="admonition note">
-<p class="admonition-title">Note</p>
-<p>The mutliview algorithm used here is late fusion, which means it learns a monoview classifier on each view and then build a naive majority vote. In terms of hyper parameters, the late fusion classifier has to choose one monoview classifier and its hyper-parameter <strong>for each view</strong>. This is why the <code class="code yaml docutils literal notranslate"><span class="name tag"><span class="pre">equivalent_draws</span></span><span class="punctuation"><span class="pre">:</span></span></code> parameter is implemented, as with only 5 draws, the late fusion classifier is not able to remotely cover its hyper-parameter space, while the monoview algorithms have a much easier problem to solve.</p>
+<p class="first admonition-title">Note</p>
+<p class="last">The mutliview algorithm used here is late fusion, which means it learns a monoview classifier on each view and then build a naive majority vote. In terms of hyper parameters, the late fusion classifier has to choose one monoview classifier and its hyper-parameter <strong>for each view</strong>. This is why the <code class="code yaml docutils literal notranslate"><span class="name tag"><span class="pre">equivalent_draws</span></span><span class="punctuation"><span class="pre">:</span></span></code> parameter is implemented, as with only 5 draws, the late fusion classifier is not able to remotely cover its hyper-parameter space, while the monoview algorithms have a much easier problem to solve.</p>
</div>
</div>
<div class="section" id="id2">
@@ -309,8 +311,8 @@ with different fold/draws settings :</p>
</div>
</body>
</html><div class="admonition note">
-<p class="admonition-title">Note</p>
-<p>The durations are for reference only as they highly depend on hardware.</p>
+<p class="first admonition-title">Note</p>
+<p class="last">The durations are for reference only as they highly depend on hardware.</p>
</div>
</div>
</div>
@@ -344,8 +346,8 @@ several depths for a decision tree, and several <code class="code yaml docutils
</div>
<p>This will run the late fusion classifier with either</p>
<ul class="simple">
-<li><p>one decision tree per view, with a maximum depth of 3,</p></li>
-<li><p>one Adaboost per view with 10 base estimators.</p></li>
+<li>one decision tree per view, with a maximum depth of 3,</li>
+<li>one Adaboost per view with 10 base estimators.</li>
</ul>
<p>To run a grid search with this configuration, run :</p>
<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="gp">>>> </span><span class="kn">from</span> <span class="nn">multiview_platform.execute</span> <span class="kn">import</span> <span class="n">execute</span>
@@ -363,6 +365,7 @@ same dataset.</p>
<p>For most of the algorithms, it is possible to paste the report in the config fie,
for example for the decision tree on the first view the <code class="docutils literal notranslate"><span class="pre">*-hps_report.txt</span></code> file generated by the randomized search of <a class="reference external" href="http://baptiste.bauvin.pages.lis-lab.fr/summit/tutorials/example2.html#example-2-2-usage-of-randomized-hyper-parameter-optimization">example 2.2</a> looks like :</p>
<pre class="literal-block">
+
criterion: gini
max_depth: 202
splitter: random
@@ -387,7 +390,8 @@ criterion: entropy
max_depth: 182
splitter: best
- 0.20454545454545453</pre>
+ 0.20454545454545453
+</pre>
<p>Meaning that the cross validation score of the decision tree on the first view when using the following hyper-parameters is 0.2879.</p>
<div class="highlight-yaml notranslate"><div class="highlight"><pre><span></span><span class="nt">criterion</span><span class="p">:</span> <span class="l l-Scalar l-Scalar-Plain">gini</span>
<span class="nt">max_depth</span><span class="p">:</span> <span class="l l-Scalar l-Scalar-Plain">202</span>
diff --git a/docs/build/tutorials/index.html b/docs/build/tutorials/index.html
index aeacef11..7a9efe1b 100644
--- a/docs/build/tutorials/index.html
+++ b/docs/build/tutorials/index.html
@@ -1,9 +1,11 @@
-<!DOCTYPE html>
+<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
+ "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
-<html>
+<html xmlns="http://www.w3.org/1999/xhtml">
<head>
- <meta charset="utf-8" />
+ <meta http-equiv="X-UA-Compatible" content="IE=Edge" />
+ <meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<title>SuMMIT Tutorials — SuMMIT 0 documentation</title>
<link rel="stylesheet" href="../_static/classic.css" type="text/css" />
<link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
@@ -18,7 +20,7 @@
<link rel="index" title="Index" href="../genindex.html" />
<link rel="search" title="Search" href="../search.html" />
<link rel="next" title="Install SuMMIT" href="installation.html" />
- <link rel="prev" title="<no title>" href="../readme_link.html" />
+ <link rel="prev" title="Welcome to Supervised MultiModal Integration Tool’s documentation" href="../index.html" />
</head><body>
<div class="related" role="navigation" aria-label="related navigation">
<h3>Navigation</h3>
@@ -33,7 +35,7 @@
<a href="installation.html" title="Install SuMMIT"
accesskey="N">next</a> |</li>
<li class="right" >
- <a href="../readme_link.html" title="<no title>"
+ <a href="../index.html" title="Welcome to Supervised MultiModal Integration Tool’s documentation"
accesskey="P">previous</a> |</li>
<li class="nav-item nav-item-0"><a href="../index.html">SuMMIT 0 documentation</a> »</li>
</ul>
@@ -67,8 +69,8 @@
<div class="sphinxsidebar" role="navigation" aria-label="main navigation">
<div class="sphinxsidebarwrapper">
<h4>Previous topic</h4>
- <p class="topless"><a href="../readme_link.html"
- title="previous chapter"><no title></a></p>
+ <p class="topless"><a href="../index.html"
+ title="previous chapter">Welcome to Supervised MultiModal Integration Tool’s documentation</a></p>
<h4>Next topic</h4>
<p class="topless"><a href="installation.html"
title="next chapter">Install SuMMIT</a></p>
@@ -106,7 +108,7 @@
<a href="installation.html" title="Install SuMMIT"
>next</a> |</li>
<li class="right" >
- <a href="../readme_link.html" title="<no title>"
+ <a href="../index.html" title="Welcome to Supervised MultiModal Integration Tool’s documentation"
>previous</a> |</li>
<li class="nav-item nav-item-0"><a href="../index.html">SuMMIT 0 documentation</a> »</li>
</ul>
diff --git a/docs/source/analyzeresult.rst b/docs/source/analyzeresult.rst
index 1477e2ef..69a31ddb 100644
--- a/docs/source/analyzeresult.rst
+++ b/docs/source/analyzeresult.rst
@@ -1,5 +1,5 @@
Result analysis module
======================
-.. automodule:: multiview_platform.mono_multi_view_classifiers.result_analysis
+.. automodule:: summit.multiview_platform.result_analysis
:members:
diff --git a/docs/source/execution.rst b/docs/source/execution.rst
index b465e63f..50fe10ef 100644
--- a/docs/source/execution.rst
+++ b/docs/source/execution.rst
@@ -1,6 +1,6 @@
Welcome to the exection documentation
=====================================
-.. automodule:: multiview_platform.execute
+.. automodule:: summit.execute
:members:
diff --git a/docs/source/modules.rst b/docs/source/modules.rst
index 684fd7ce..994afd41 100644
--- a/docs/source/modules.rst
+++ b/docs/source/modules.rst
@@ -1,7 +1,7 @@
-multiview_platform
-==================
+summit
+======
.. toctree::
:maxdepth: 4
- multiview_platform
+ summit
diff --git a/setup.py b/setup.py
index d477504e..96743820 100644
--- a/setup.py
+++ b/setup.py
@@ -96,7 +96,7 @@ def setup_package():
# Il y a encore une chiée de paramètres possibles, mais avec ça vous
# couvrez 90% des besoins
# ext_modules=cythonize(
- # "summit/mono_multi_view_classifiers/monoview/additions/_custom_criterion.pyx"),
+ # "summit/multiview_platform/monoview/additions/_custom_criterion.pyx"),
)
if __name__ == "__main__":
--
GitLab