Time accuracy

multiview_platform/MonoMultiViewClassifiers/Monoview/Additions/CGDescUtils.py

@@ -75,13 +75,14 @@ class ColumnGenerationClassifierQar(BaseEstimator, ClassifierMixin, BaseBoost):
 
     def fit(self, X, y):
 
-        start = time.time()
+
         formatted_X, formatted_y = self.format_X_y(X, y)
 
         self.init_info_containers()
 
         m, n, y_kernel_matrix = self.init_hypotheses(formatted_X, formatted_y)
 
+        start = time.time()
         self.n_total_hypotheses_ = n
         self.n_total_examples = m
 

multiview_platform/MonoMultiViewClassifiers/MonoviewClassifiers/AdaboostPregenTree.py

@@ -39,8 +39,8 @@ class AdaboostPregenTree(AdaBoostClassifier, BaseMonoviewClassifier, PregenClass
         self.random_state = random_state
 
     def fit(self, X, y, sample_weight=None):
-        begin = time.time()
         pregen_X, pregen_y = self.pregen_voters(X, y, generator=self.estimators_generator)
+        begin = time.time()
         super(AdaboostPregenTree, self).fit(pregen_X, pregen_y, sample_weight=sample_weight)
         end = time.time()
         self.train_time = end-begin