diff --git a/experiments/boston/stage4/none_with_params.json b/experiments/boston/stage4/none_with_params.json
index e503c8018cb89b365236beb243d9cf93545ebe43..ba056e193480a5888e1e41dac30f5cbcf4cc4870 100644
--- a/experiments/boston/stage4/none_with_params.json
+++ b/experiments/boston/stage4/none_with_params.json
@@ -32,35 +32,35 @@
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\ No newline at end of file
diff --git a/experiments/boston/stage4/omp_with_params.json b/experiments/boston/stage4/omp_with_params.json
index 6dd9d165128d8d0f5588e250ed3de6ace9e04322..0c393f6eb57537b70b7fac49d903d14e85ab8426 100644
--- a/experiments/boston/stage4/omp_with_params.json
+++ b/experiments/boston/stage4/omp_with_params.json
@@ -32,35 +32,35 @@
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\ No newline at end of file
diff --git a/experiments/boston/stage4/random_with_params.json b/experiments/boston/stage4/random_with_params.json
index 53081e4e5ccb2f405b31625d0ff3fdb44e7cf23b..0258396e63720a5bc32ddcf0884b0f6e93f03a0f 100644
--- a/experiments/boston/stage4/random_with_params.json
+++ b/experiments/boston/stage4/random_with_params.json
@@ -32,35 +32,35 @@
"job_number": -1,
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\ No newline at end of file
diff --git a/experiments/breast_cancer/stage4/none_with_params.json b/experiments/breast_cancer/stage4/none_with_params.json
index 03d88fb668f5d486ffa18ff0274600293538bcfe..4b4d46e79ce17838f0944879be812a314db056ea 100644
--- a/experiments/breast_cancer/stage4/none_with_params.json
+++ b/experiments/breast_cancer/stage4/none_with_params.json
@@ -32,35 +32,35 @@
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\ No newline at end of file
diff --git a/experiments/breast_cancer/stage4/omp_with_params.json b/experiments/breast_cancer/stage4/omp_with_params.json
index b3468d2517e7a4f2831f8ecb60d3dbaeba245f71..287b55e77bed5521f49792397e37ed2d3c25c81f 100644
--- a/experiments/breast_cancer/stage4/omp_with_params.json
+++ b/experiments/breast_cancer/stage4/omp_with_params.json
@@ -32,35 +32,35 @@
"job_number": -1,
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\ No newline at end of file
diff --git a/experiments/breast_cancer/stage4/random_with_params.json b/experiments/breast_cancer/stage4/random_with_params.json
index 9a98dd24b6a1f871efbd5c50c15c005ff48e3976..34f70d8e4f2a3648226a0fefe330751ad585ea90 100644
--- a/experiments/breast_cancer/stage4/random_with_params.json
+++ b/experiments/breast_cancer/stage4/random_with_params.json
@@ -32,35 +32,35 @@
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\ No newline at end of file
diff --git a/experiments/california_housing/stage4/none_with_params.json b/experiments/california_housing/stage4/none_with_params.json
index af745af3eb2bd7a1f489e521d0a70822f56c804f..e3549c1bebe94975ee7b774968e9f98f3d346625 100644
--- a/experiments/california_housing/stage4/none_with_params.json
+++ b/experiments/california_housing/stage4/none_with_params.json
@@ -32,35 +32,35 @@
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\ No newline at end of file
diff --git a/experiments/california_housing/stage4/omp_with_params.json b/experiments/california_housing/stage4/omp_with_params.json
index 4667785d3a462f4183df70eefe22fe799b7c252f..e01103a853e04a4775321e7ede4130f4b82aa44f 100644
--- a/experiments/california_housing/stage4/omp_with_params.json
+++ b/experiments/california_housing/stage4/omp_with_params.json
@@ -32,35 +32,35 @@
"job_number": -1,
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\ No newline at end of file
diff --git a/experiments/california_housing/stage4/random_with_params.json b/experiments/california_housing/stage4/random_with_params.json
index bbc1e9f0ee7731b6cf23ec9d7eda2aed48bf72e5..85dbd63e39fc8d885fef3d994335601beb584c45 100644
--- a/experiments/california_housing/stage4/random_with_params.json
+++ b/experiments/california_housing/stage4/random_with_params.json
@@ -32,35 +32,35 @@
"job_number": -1,
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\ No newline at end of file
diff --git a/experiments/diabetes/stage4/none_with_params.json b/experiments/diabetes/stage4/none_with_params.json
index f53645ba6fed6571bd17aca0b1ac3729bd1ca294..4f89e2e6edb5a8af7dfc02cf42067e386c6d6c11 100644
--- a/experiments/diabetes/stage4/none_with_params.json
+++ b/experiments/diabetes/stage4/none_with_params.json
@@ -32,35 +32,35 @@
"job_number": -1,
"extraction_strategy": "none",
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\ No newline at end of file
diff --git a/experiments/diabetes/stage4/omp_with_params.json b/experiments/diabetes/stage4/omp_with_params.json
index 837fbb0b3b74f9b1e3030899e758095fd2464a82..c0a85a56e816c536ddf870a8dc19955df383cf5c 100644
--- a/experiments/diabetes/stage4/omp_with_params.json
+++ b/experiments/diabetes/stage4/omp_with_params.json
@@ -32,35 +32,35 @@
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\ No newline at end of file
diff --git a/experiments/diabetes/stage4/random_with_params.json b/experiments/diabetes/stage4/random_with_params.json
index e59d77cd5d827a8d5680fef81324604bdb4ea793..6684ed251b8ecc4ef36c460d6f4b7568fb80b4a2 100644
--- a/experiments/diabetes/stage4/random_with_params.json
+++ b/experiments/diabetes/stage4/random_with_params.json
@@ -32,35 +32,35 @@
"job_number": -1,
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\ No newline at end of file
diff --git a/experiments/diamonds/stage4/none_with_params.json b/experiments/diamonds/stage4/none_with_params.json
index 15f3f7adf63e5577e1c8d355e3ac818f7d64639f..fedf40d3bc0f2c8a15ab352f656181031f2a1ac2 100644
--- a/experiments/diamonds/stage4/none_with_params.json
+++ b/experiments/diamonds/stage4/none_with_params.json
@@ -33,34 +33,34 @@
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\ No newline at end of file
diff --git a/experiments/diamonds/stage4/omp_with_params.json b/experiments/diamonds/stage4/omp_with_params.json
index bf624f680d6a60252f7986f48f0603602f9fc8b0..52d8cf794c2d8972c64a052a854f89e50e3ef8fd 100644
--- a/experiments/diamonds/stage4/omp_with_params.json
+++ b/experiments/diamonds/stage4/omp_with_params.json
@@ -33,34 +33,34 @@
"extraction_strategy": "omp",
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\ No newline at end of file
diff --git a/experiments/diamonds/stage4/random_with_params.json b/experiments/diamonds/stage4/random_with_params.json
index e188063dab49ae74d2c107bd7dfe561d7d7602f8..9089cbb45ac3b8684cebc5498f77df8551067cb7 100644
--- a/experiments/diamonds/stage4/random_with_params.json
+++ b/experiments/diamonds/stage4/random_with_params.json
@@ -33,34 +33,34 @@
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\ No newline at end of file
diff --git a/experiments/digits/stage4/none_with_params.json b/experiments/digits/stage4/none_with_params.json
index 73a13cb40a3e09ef9b7a68b5c02febe45b759000..599a191e530fe89d207cc865467b6d9d0266703b 100644
--- a/experiments/digits/stage4/none_with_params.json
+++ b/experiments/digits/stage4/none_with_params.json
@@ -32,35 +32,35 @@
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\ No newline at end of file
diff --git a/experiments/digits/stage4/omp_with_params.json b/experiments/digits/stage4/omp_with_params.json
index 45269c7e43790c6cdad2366de3f2021c324d3681..45d968b70746ffe967924dbf3f1bc6e4f7b1a174 100644
--- a/experiments/digits/stage4/omp_with_params.json
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@@ -32,35 +32,35 @@
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diff --git a/experiments/digits/stage4/random_with_params.json b/experiments/digits/stage4/random_with_params.json
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--- a/experiments/digits/stage4/random_with_params.json
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@@ -32,35 +32,35 @@
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diff --git a/experiments/iris/stage4/none_with_params.json b/experiments/iris/stage4/none_with_params.json
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diff --git a/experiments/iris/stage4/omp_with_params.json b/experiments/iris/stage4/omp_with_params.json
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@@ -32,35 +32,35 @@
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diff --git a/experiments/iris/stage4/random_with_params.json b/experiments/iris/stage4/random_with_params.json
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@@ -32,35 +32,35 @@
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diff --git a/experiments/kin8nm/stage4/none_with_params.json b/experiments/kin8nm/stage4/none_with_params.json
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diff --git a/experiments/kin8nm/stage4/omp_with_params.json b/experiments/kin8nm/stage4/omp_with_params.json
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@@ -32,35 +32,35 @@
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diff --git a/experiments/kin8nm/stage4/random_with_params.json b/experiments/kin8nm/stage4/random_with_params.json
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--- a/experiments/kin8nm/stage4/random_with_params.json
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diff --git a/experiments/kr-vs-kp/stage4/none_with_params.json b/experiments/kr-vs-kp/stage4/none_with_params.json
index 04c2d1d6e949137d5e3533b302f924eaeffa4658..cd0bbd7ef063a4bdf94659eb5957851d2c03a3bc 100644
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@@ -32,35 +32,35 @@
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diff --git a/experiments/kr-vs-kp/stage4/omp_with_params.json b/experiments/kr-vs-kp/stage4/omp_with_params.json
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@@ -32,35 +32,35 @@
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diff --git a/experiments/kr-vs-kp/stage4/random_with_params.json b/experiments/kr-vs-kp/stage4/random_with_params.json
index 56a9ddc0c76520ddb464849150e3f8be17e36fec..f471871756111a14772935b93ae0de9d4500ceeb 100644
--- a/experiments/kr-vs-kp/stage4/random_with_params.json
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@@ -32,35 +32,35 @@
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diff --git a/experiments/lfw_pairs/stage4/none_with_params.json b/experiments/lfw_pairs/stage4/none_with_params.json
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--- a/experiments/lfw_pairs/stage4/none_with_params.json
+++ b/experiments/lfw_pairs/stage4/none_with_params.json
@@ -32,35 +32,35 @@
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diff --git a/experiments/lfw_pairs/stage4/omp_with_params.json b/experiments/lfw_pairs/stage4/omp_with_params.json
index 5d569ea36744b23643fbdadf8d599fe818aee6d6..d68f3d097903714988b03929b501b7360c2a59db 100644
--- a/experiments/lfw_pairs/stage4/omp_with_params.json
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@@ -32,35 +32,35 @@
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diff --git a/experiments/lfw_pairs/stage4/random_with_params.json b/experiments/lfw_pairs/stage4/random_with_params.json
index f0e828ab299786fd0dc1ba4684caa9f32b0f05c3..fbac41afa08d4892df303aeef75e4c7b9659fd5e 100644
--- a/experiments/lfw_pairs/stage4/random_with_params.json
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@@ -32,35 +32,35 @@
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diff --git a/experiments/linnerud/stage4/none_with_params.json b/experiments/linnerud/stage4/none_with_params.json
index 54e28ceac2b7b9e8eb9c7512d73078738a63742f..b6ed869d91c75664dea879d29460959467636470 100644
--- a/experiments/linnerud/stage4/none_with_params.json
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@@ -32,35 +32,35 @@
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diff --git a/experiments/linnerud/stage4/omp_with_params.json b/experiments/linnerud/stage4/omp_with_params.json
index 80e517ee1cb36eda511db904b88e88c06903834a..e342be9cf533ccbdf001820754d5d593fd366d6c 100644
--- a/experiments/linnerud/stage4/omp_with_params.json
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+ 733,
+ 767,
+ 800,
+ 833,
+ 867,
+ 900,
+ 933,
+ 967,
+ 1000
]
}
\ No newline at end of file
diff --git a/experiments/linnerud/stage4/random_with_params.json b/experiments/linnerud/stage4/random_with_params.json
index 66f92306754a37732fd95fec36d2ec7d9c001645..b1f6afa1c02b0d062e263fb69ad4ee2aa16f6438 100644
--- a/experiments/linnerud/stage4/random_with_params.json
+++ b/experiments/linnerud/stage4/random_with_params.json
@@ -32,35 +32,35 @@
"job_number": -1,
"extraction_strategy": "random",
"extracted_forest_size": [
- 32,
- 65,
- 97,
- 129,
- 161,
- 194,
- 226,
- 258,
- 290,
- 323,
- 355,
- 387,
- 419,
- 452,
- 484,
- 516,
- 548,
- 581,
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- 645,
- 677,
- 710,
- 742,
- 774,
- 806,
- 839,
- 871,
- 903,
- 935,
- 968
+ 33,
+ 67,
+ 100,
+ 133,
+ 167,
+ 200,
+ 233,
+ 267,
+ 300,
+ 333,
+ 367,
+ 400,
+ 433,
+ 467,
+ 500,
+ 533,
+ 567,
+ 600,
+ 633,
+ 667,
+ 700,
+ 733,
+ 767,
+ 800,
+ 833,
+ 867,
+ 900,
+ 933,
+ 967,
+ 1000
]
}
\ No newline at end of file
diff --git a/experiments/olivetti_faces/stage4/none_with_params.json b/experiments/olivetti_faces/stage4/none_with_params.json
index c5ff69ecf11b0ad0d5941ad5d53a78ecdc7fa41e..3fca3b0e932ec0e544fa30ed34655668c9613c8f 100644
--- a/experiments/olivetti_faces/stage4/none_with_params.json
+++ b/experiments/olivetti_faces/stage4/none_with_params.json
@@ -32,35 +32,35 @@
"job_number": -1,
"extraction_strategy": "none",
"extracted_forest_size": [
- 32,
- 65,
- 97,
- 129,
- 161,
- 194,
- 226,
- 258,
- 290,
- 323,
- 355,
- 387,
- 419,
- 452,
- 484,
- 516,
- 548,
- 581,
- 613,
- 645,
- 677,
- 710,
- 742,
- 774,
- 806,
- 839,
- 871,
- 903,
- 935,
- 968
+ 33,
+ 67,
+ 100,
+ 133,
+ 167,
+ 200,
+ 233,
+ 267,
+ 300,
+ 333,
+ 367,
+ 400,
+ 433,
+ 467,
+ 500,
+ 533,
+ 567,
+ 600,
+ 633,
+ 667,
+ 700,
+ 733,
+ 767,
+ 800,
+ 833,
+ 867,
+ 900,
+ 933,
+ 967,
+ 1000
]
}
\ No newline at end of file
diff --git a/experiments/olivetti_faces/stage4/omp_with_params.json b/experiments/olivetti_faces/stage4/omp_with_params.json
index df8cbcdb497d90d7156f0bcd69348175d5770c77..136133d47e627cf3b3122ba4e8bf3e55e0d8bd26 100644
--- a/experiments/olivetti_faces/stage4/omp_with_params.json
+++ b/experiments/olivetti_faces/stage4/omp_with_params.json
@@ -32,35 +32,35 @@
"job_number": -1,
"extraction_strategy": "omp",
"extracted_forest_size": [
- 32,
- 65,
- 97,
- 129,
- 161,
- 194,
- 226,
- 258,
- 290,
- 323,
- 355,
- 387,
- 419,
- 452,
- 484,
- 516,
- 548,
- 581,
- 613,
- 645,
- 677,
- 710,
- 742,
- 774,
- 806,
- 839,
- 871,
- 903,
- 935,
- 968
+ 33,
+ 67,
+ 100,
+ 133,
+ 167,
+ 200,
+ 233,
+ 267,
+ 300,
+ 333,
+ 367,
+ 400,
+ 433,
+ 467,
+ 500,
+ 533,
+ 567,
+ 600,
+ 633,
+ 667,
+ 700,
+ 733,
+ 767,
+ 800,
+ 833,
+ 867,
+ 900,
+ 933,
+ 967,
+ 1000
]
}
\ No newline at end of file
diff --git a/experiments/olivetti_faces/stage4/random_with_params.json b/experiments/olivetti_faces/stage4/random_with_params.json
index 45b5b8e19ec970d8faa781eda6072ee99fd42ac2..2a2ab9aab2a566494b2bebf82af433e734691049 100644
--- a/experiments/olivetti_faces/stage4/random_with_params.json
+++ b/experiments/olivetti_faces/stage4/random_with_params.json
@@ -32,35 +32,35 @@
"job_number": -1,
"extraction_strategy": "random",
"extracted_forest_size": [
- 32,
- 65,
- 97,
- 129,
- 161,
- 194,
- 226,
- 258,
- 290,
- 323,
- 355,
- 387,
- 419,
- 452,
- 484,
- 516,
- 548,
- 581,
- 613,
- 645,
- 677,
- 710,
- 742,
- 774,
- 806,
- 839,
- 871,
- 903,
- 935,
- 968
+ 33,
+ 67,
+ 100,
+ 133,
+ 167,
+ 200,
+ 233,
+ 267,
+ 300,
+ 333,
+ 367,
+ 400,
+ 433,
+ 467,
+ 500,
+ 533,
+ 567,
+ 600,
+ 633,
+ 667,
+ 700,
+ 733,
+ 767,
+ 800,
+ 833,
+ 867,
+ 900,
+ 933,
+ 967,
+ 1000
]
}
\ No newline at end of file
diff --git a/experiments/steel-plates/stage4/none_with_params.json b/experiments/steel-plates/stage4/none_with_params.json
index 4cb5e216e9f395392576b5981c40b0e00f276242..8f4b9a01ee10ff46ea4d7a23cf5a9525abfb734d 100644
--- a/experiments/steel-plates/stage4/none_with_params.json
+++ b/experiments/steel-plates/stage4/none_with_params.json
@@ -32,35 +32,35 @@
"job_number": -1,
"extraction_strategy": "none",
"extracted_forest_size": [
- 32,
- 65,
- 97,
- 129,
- 161,
- 194,
- 226,
- 258,
- 290,
- 323,
- 355,
- 387,
- 419,
- 452,
- 484,
- 516,
- 548,
- 581,
- 613,
- 645,
- 677,
- 710,
- 742,
- 774,
- 806,
- 839,
- 871,
- 903,
- 935,
- 968
+ 33,
+ 67,
+ 100,
+ 133,
+ 167,
+ 200,
+ 233,
+ 267,
+ 300,
+ 333,
+ 367,
+ 400,
+ 433,
+ 467,
+ 500,
+ 533,
+ 567,
+ 600,
+ 633,
+ 667,
+ 700,
+ 733,
+ 767,
+ 800,
+ 833,
+ 867,
+ 900,
+ 933,
+ 967,
+ 1000
]
}
\ No newline at end of file
diff --git a/experiments/steel-plates/stage4/omp_with_params.json b/experiments/steel-plates/stage4/omp_with_params.json
index 7e52bab2c483a742887dcf6a1622682988a837e4..ffaa72fc741b2b6b841bde18786b677ba37766a7 100644
--- a/experiments/steel-plates/stage4/omp_with_params.json
+++ b/experiments/steel-plates/stage4/omp_with_params.json
@@ -32,35 +32,35 @@
"job_number": -1,
"extraction_strategy": "omp",
"extracted_forest_size": [
- 32,
- 65,
- 97,
- 129,
- 161,
- 194,
- 226,
- 258,
- 290,
- 323,
- 355,
- 387,
- 419,
- 452,
- 484,
- 516,
- 548,
- 581,
- 613,
- 645,
- 677,
- 710,
- 742,
- 774,
- 806,
- 839,
- 871,
- 903,
- 935,
- 968
+ 33,
+ 67,
+ 100,
+ 133,
+ 167,
+ 200,
+ 233,
+ 267,
+ 300,
+ 333,
+ 367,
+ 400,
+ 433,
+ 467,
+ 500,
+ 533,
+ 567,
+ 600,
+ 633,
+ 667,
+ 700,
+ 733,
+ 767,
+ 800,
+ 833,
+ 867,
+ 900,
+ 933,
+ 967,
+ 1000
]
}
\ No newline at end of file
diff --git a/experiments/steel-plates/stage4/random_with_params.json b/experiments/steel-plates/stage4/random_with_params.json
index e36c7f1328b8db355e2755b3d470ded03f5cdbe9..a86d432a4156624749dca5f90d2d016fb4c45549 100644
--- a/experiments/steel-plates/stage4/random_with_params.json
+++ b/experiments/steel-plates/stage4/random_with_params.json
@@ -32,35 +32,35 @@
"job_number": -1,
"extraction_strategy": "random",
"extracted_forest_size": [
- 32,
- 65,
- 97,
- 129,
- 161,
- 194,
- 226,
- 258,
- 290,
- 323,
- 355,
- 387,
- 419,
- 452,
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- 516,
- 548,
- 581,
- 613,
- 645,
- 677,
- 710,
- 742,
- 774,
- 806,
- 839,
- 871,
- 903,
- 935,
- 968
+ 33,
+ 67,
+ 100,
+ 133,
+ 167,
+ 200,
+ 233,
+ 267,
+ 300,
+ 333,
+ 367,
+ 400,
+ 433,
+ 467,
+ 500,
+ 533,
+ 567,
+ 600,
+ 633,
+ 667,
+ 700,
+ 733,
+ 767,
+ 800,
+ 833,
+ 867,
+ 900,
+ 933,
+ 967,
+ 1000
]
}
\ No newline at end of file
diff --git a/experiments/wine/stage4/none_with_params.json b/experiments/wine/stage4/none_with_params.json
index 664a597506ecf486f78c5d31bf5e24ebbc04cede..2621fec400b6069c5d253e99505c96c6f9bd102e 100644
--- a/experiments/wine/stage4/none_with_params.json
+++ b/experiments/wine/stage4/none_with_params.json
@@ -32,35 +32,35 @@
"job_number": -1,
"extraction_strategy": "none",
"extracted_forest_size": [
- 32,
- 65,
- 97,
- 129,
- 161,
- 194,
- 226,
- 258,
- 290,
- 323,
- 355,
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- 677,
- 710,
- 742,
- 774,
- 806,
- 839,
- 871,
- 903,
- 935,
- 968
+ 33,
+ 67,
+ 100,
+ 133,
+ 167,
+ 200,
+ 233,
+ 267,
+ 300,
+ 333,
+ 367,
+ 400,
+ 433,
+ 467,
+ 500,
+ 533,
+ 567,
+ 600,
+ 633,
+ 667,
+ 700,
+ 733,
+ 767,
+ 800,
+ 833,
+ 867,
+ 900,
+ 933,
+ 967,
+ 1000
]
}
\ No newline at end of file
diff --git a/experiments/wine/stage4/omp_with_params.json b/experiments/wine/stage4/omp_with_params.json
index 79ed9d334cf56a814a93e815530ea9c608551d5d..a5ff2576ac94b36a51e3501bf83cb47b0a88a483 100644
--- a/experiments/wine/stage4/omp_with_params.json
+++ b/experiments/wine/stage4/omp_with_params.json
@@ -32,35 +32,35 @@
"job_number": -1,
"extraction_strategy": "omp",
"extracted_forest_size": [
- 32,
- 65,
- 97,
- 129,
- 161,
- 194,
- 226,
- 258,
- 290,
- 323,
- 355,
- 387,
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- 677,
- 710,
- 742,
- 774,
- 806,
- 839,
- 871,
- 903,
- 935,
- 968
+ 33,
+ 67,
+ 100,
+ 133,
+ 167,
+ 200,
+ 233,
+ 267,
+ 300,
+ 333,
+ 367,
+ 400,
+ 433,
+ 467,
+ 500,
+ 533,
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+ 600,
+ 633,
+ 667,
+ 700,
+ 733,
+ 767,
+ 800,
+ 833,
+ 867,
+ 900,
+ 933,
+ 967,
+ 1000
]
}
\ No newline at end of file
diff --git a/experiments/wine/stage4/random_with_params.json b/experiments/wine/stage4/random_with_params.json
index a49ae92abf1bdf8e7abfe0c44a03698440876f40..f344a1059e6ce3bfd458efee55b3809d93788458 100644
--- a/experiments/wine/stage4/random_with_params.json
+++ b/experiments/wine/stage4/random_with_params.json
@@ -32,35 +32,35 @@
"job_number": -1,
"extraction_strategy": "random",
"extracted_forest_size": [
- 32,
- 65,
- 97,
- 129,
- 161,
- 194,
- 226,
- 258,
- 290,
- 323,
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- 677,
- 710,
- 742,
- 774,
- 806,
- 839,
- 871,
- 903,
- 935,
- 968
+ 33,
+ 67,
+ 100,
+ 133,
+ 167,
+ 200,
+ 233,
+ 267,
+ 300,
+ 333,
+ 367,
+ 400,
+ 433,
+ 467,
+ 500,
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+ 567,
+ 600,
+ 633,
+ 667,
+ 700,
+ 733,
+ 767,
+ 800,
+ 833,
+ 867,
+ 900,
+ 933,
+ 967,
+ 1000
]
}
\ No newline at end of file
diff --git a/results/boston/stage4_fix/losses.png b/results/boston/stage4_fix/losses.png
index af87fe42a4f2d669edf30b4f096be6a2a8cc14dc..aa5577274c1a5522a05d0cf025de25ef2e027aa4 100644
Binary files a/results/boston/stage4_fix/losses.png and b/results/boston/stage4_fix/losses.png differ
diff --git a/results/breast_cancer/stage4_fix/losses.png b/results/breast_cancer/stage4_fix/losses.png
index ddff3ca62eda49ac0b055ec0e05c4b953cd18caf..f0062906b6b0ec3007a207c89ac3610166bfc429 100644
Binary files a/results/breast_cancer/stage4_fix/losses.png and b/results/breast_cancer/stage4_fix/losses.png differ
diff --git a/results/california_housing/stage4_fix/losses.png b/results/california_housing/stage4_fix/losses.png
index 557a941d32d6eaf95bb14c3affc636c5cbd7a930..dccb6d4883f3f3f56ecab982cdd61451ee0d3f70 100644
Binary files a/results/california_housing/stage4_fix/losses.png and b/results/california_housing/stage4_fix/losses.png differ
diff --git a/results/diabetes/stage4_fix/losses.png b/results/diabetes/stage4_fix/losses.png
index 28cd57aadb04ad4e6a5ef56d211c856b67f203f8..2c02eab975f3e1f0bd29dfff06f96aed32ba727c 100644
Binary files a/results/diabetes/stage4_fix/losses.png and b/results/diabetes/stage4_fix/losses.png differ
diff --git a/results/diamonds/stage4_fix/losses.png b/results/diamonds/stage4_fix/losses.png
index 5879392b4f0b3f57dd4b7134d03bc5c51ed391a5..b743de4fccdeedf6a3b2e5012f7d437d0ef41937 100644
Binary files a/results/diamonds/stage4_fix/losses.png and b/results/diamonds/stage4_fix/losses.png differ
diff --git a/results/digits/stage4_fix/losses.png b/results/digits/stage4_fix/losses.png
index 920a98bf72245b116f788af3a1ca7ed70f0e22bf..ab54aa24b5347434be31130026c4ab451f3f850b 100644
Binary files a/results/digits/stage4_fix/losses.png and b/results/digits/stage4_fix/losses.png differ
diff --git a/results/iris/stage4_fix/losses.png b/results/iris/stage4_fix/losses.png
index a5c883d1e431f7b24cdea60bef3bc4c40c25184f..79d5af7f9b398493e3f6fb8b9bde135f7cd0eceb 100644
Binary files a/results/iris/stage4_fix/losses.png and b/results/iris/stage4_fix/losses.png differ
diff --git a/results/kr-vs-kp/stage4_fix/losses.png b/results/kr-vs-kp/stage4_fix/losses.png
index 64d6edffd85118de960d2303d212a7ebcd0a94b9..295409f42f566b7cd213f4ee132462ffcd82c2b6 100644
Binary files a/results/kr-vs-kp/stage4_fix/losses.png and b/results/kr-vs-kp/stage4_fix/losses.png differ
diff --git a/results/olivetti_faces/stage4_fix/losses.png b/results/olivetti_faces/stage4_fix/losses.png
index 69e88a83732718a4810d16f825e64fc9d64035f6..76d53a46b023f3e109511fd0f0db6e4eebe1d16b 100644
Binary files a/results/olivetti_faces/stage4_fix/losses.png and b/results/olivetti_faces/stage4_fix/losses.png differ
diff --git a/results/spambase/stage4_fix/losses.png b/results/spambase/stage4_fix/losses.png
index f8d8f77fc46536d886dda851cc1f0a6ed38091ff..42201f37548eb0869d2e25e63e1bd2db6a9df0f1 100644
Binary files a/results/spambase/stage4_fix/losses.png and b/results/spambase/stage4_fix/losses.png differ
diff --git a/results/steel-plates/stage4_fix/losses.png b/results/steel-plates/stage4_fix/losses.png
index d18c50afcb8b6c29819c576588282144f3a077d6..7a7b181d7b537b447831a26e397df49c3f6dc3c2 100644
Binary files a/results/steel-plates/stage4_fix/losses.png and b/results/steel-plates/stage4_fix/losses.png differ
diff --git a/results/wine/stage4_fix/losses.png b/results/wine/stage4_fix/losses.png
index 32055931611db977c23e63fd079c0f812341208e..31286863e58fdc3fe40f5b77cf07df3c21a572fd 100644
Binary files a/results/wine/stage4_fix/losses.png and b/results/wine/stage4_fix/losses.png differ
diff --git a/scripts/run_compute_results.sh b/scripts/run_compute_results.sh
index 4399f8f502f1eb2eab970dcb8777d34c3c278704..b5f3f7604b1f6758a6584d962a270a68f373d847 100644
--- a/scripts/run_compute_results.sh
+++ b/scripts/run_compute_results.sh
@@ -1,5 +1,5 @@
-for dataset in california_housing
-#for dataset in breast_cancer diabetes diamonds california_housing boston linnerud steel-plates kr-vs-kp digits iris kin8nm lfw_pairs linnerud olivetti_faces wine spambase
+#for dataset in california_housing
+for dataset in breast_cancer diabetes diamonds california_housing boston linnerud steel-plates kr-vs-kp digits iris kin8nm olivetti_faces wine spambase
do
python code/compute_results.py --stage=4 --experiment_ids 1 2 3 --dataset_name=$dataset --models_dir=models/$dataset/stage4
done
diff --git a/scripts/run_stage4_experiments.sh b/scripts/run_stage4_experiments.sh
index fc8cf64dc4e678460b0373c5f9ff7435c050e41b..7d22f2c9b37013ee88b664567a7939fefeec5911 100644
--- a/scripts/run_stage4_experiments.sh
+++ b/scripts/run_stage4_experiments.sh
@@ -1,11 +1,11 @@
#!/bin/bash
-core_number=5
+core_number=14
walltime=1:00
seeds='1 2 3 4 5 6 7'
-for dataset in kin8nm
+#for dataset in kin8nm
#for dataset in gamma
-#for dataset in breast_cancer diabetes diamonds california_housing boston linnerud steel-plates kr-vs-kp digits iris kin8nm lfw_pairs linnerud olivetti_faces wine spambase
+for dataset in breast_cancer diabetes diamonds california_housing boston linnerud steel-plates kr-vs-kp digits iris kin8nm lfw_pairs linnerud olivetti_faces wine spambase gamma
do
oarsub -p "(gpu is null)" -l /core=$core_number,walltime=1:00 "conda activate test_env && python code/train.py --dataset_name=$dataset --seeds $seeds --extraction_strategy=none --save_experiment_configuration 4 none_with_params --extracted_forest_size_stop=1 --extracted_forest_size_samples=30 --experiment_id=1 --models_dir=models/$dataset/stage4 --subsets_used train+dev,train+dev"
oarsub -p "(gpu is null)" -l /core=$core_number,walltime=1:00 "conda activate test_env && python code/train.py --dataset_name=$dataset --seeds $seeds --extraction_strategy=random --save_experiment_configuration 4 random_with_params --extracted_forest_size_stop=1 --extracted_forest_size_samples=30 --experiment_id=2 --models_dir=models/$dataset/stage4 --subsets_used train+dev,train+dev"