From f5c33df2f38aacab7c1bc833eb6a038d60406cb1 Mon Sep 17 00:00:00 2001
From: bbauvin <baptiste.bauvin@centrale-marseille.fr>
Date: Tue, 27 Sep 2016 15:27:49 -0400
Subject: [PATCH] debugging
---
Code/MonoMutliViewClassifiers/ExecClassif.py | 1 +
.../MonoMutliViewClassifiers/MonoviewClassifiers/DecisionTree.py | 1 -
Code/MonoMutliViewClassifiers/Multiview/Fusion/Fusion.py | 1 +
.../Multiview/Fusion/Methods/EarlyFusion.py | 1 +
4 files changed, 3 insertions(+), 1 deletion(-)
diff --git a/Code/MonoMutliViewClassifiers/ExecClassif.py b/Code/MonoMutliViewClassifiers/ExecClassif.py
index 72571905..6abb14ea 100644
--- a/Code/MonoMutliViewClassifiers/ExecClassif.py
+++ b/Code/MonoMutliViewClassifiers/ExecClassif.py
@@ -302,6 +302,7 @@ SVMLinearKWARGSInit = {"0":map(int, args.CL_SVML_C.split(":"))[0]}
SVMRBFKWARGSInit = {"0":map(int, args.CL_SVMR_C.split(":"))[0]}
SVMPolyKWARGSInit = {"0":map(int, args.CL_SVMP_C.split(":"))[0], '1':map(int, args.CL_SVMP_deg.split(":"))[0]}
DecisionTreeKWARGSInit = {"0":map(int, args.CL_DT_depth.split(":"))[0]}
+print DecisionTreeKWARGSInit
SGDKWARGSInit = {"2": map(float, args.CL_SGD_alpha.split(":"))[0], "1": args.CL_SGD_penalty.split(":")[0],
"0":args.CL_SGD_loss.split(":")[0]}
KNNKWARGSInit = {"0": map(float, args.CL_KNN_neigh.split(":"))[0]}
diff --git a/Code/MonoMutliViewClassifiers/MonoviewClassifiers/DecisionTree.py b/Code/MonoMutliViewClassifiers/MonoviewClassifiers/DecisionTree.py
index 4ee95231..626099e1 100644
--- a/Code/MonoMutliViewClassifiers/MonoviewClassifiers/DecisionTree.py
+++ b/Code/MonoMutliViewClassifiers/MonoviewClassifiers/DecisionTree.py
@@ -12,7 +12,6 @@ __status__ = "Prototype" # Production, Development, P
def fit(DATASET, CLASS_LABELS, NB_CORES=1, **kwargs):
maxDepth = int(kwargs['0'])
- print maxDepth
classifier = DecisionTreeClassifier(max_depth=maxDepth)
classifier.fit(DATASET, CLASS_LABELS)
return classifier
diff --git a/Code/MonoMutliViewClassifiers/Multiview/Fusion/Fusion.py b/Code/MonoMutliViewClassifiers/Multiview/Fusion/Fusion.py
index d30c4be3..4255b2da 100644
--- a/Code/MonoMutliViewClassifiers/Multiview/Fusion/Fusion.py
+++ b/Code/MonoMutliViewClassifiers/Multiview/Fusion/Fusion.py
@@ -64,6 +64,7 @@ class Fusion:
fusionMethodClass = getattr(fusionMethodModule, fusionMethod)
nbCores = NB_CORES
classifierKWARGS = dict((key, value) for key, value in kwargs.iteritems() if key not in ['fusionType', 'fusionMethod'])
+ print classifierKWARGS
self.classifier = fusionMethodClass(NB_CORES=nbCores, **classifierKWARGS)
def fit_hdf5(self, DATASET, trainIndices=None, viewsIndices=None):
diff --git a/Code/MonoMutliViewClassifiers/Multiview/Fusion/Methods/EarlyFusion.py b/Code/MonoMutliViewClassifiers/Multiview/Fusion/Methods/EarlyFusion.py
index 3d799fe8..641ddff3 100644
--- a/Code/MonoMutliViewClassifiers/Multiview/Fusion/Methods/EarlyFusion.py
+++ b/Code/MonoMutliViewClassifiers/Multiview/Fusion/Methods/EarlyFusion.py
@@ -9,6 +9,7 @@ class EarlyFusionClassifier(object):
def __init__(self, monoviewClassifierName, monoviewClassifierConfig, NB_CORES=1):
self.monoviewClassifierName = monoviewClassifierName[0]
self.monoviewClassifiersConfig = monoviewClassifierConfig[0]
+ print monoviewClassifierConfig
self.monoviewClassifier = None
self.nbCores = NB_CORES
self.monoviewData = None
--
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