diff --git a/config_files/config.yml b/config_files/config.yml
index 22a51e7214341a2df96002f19cf33d1456b68876..4baa1dae8537a94d62db23c4acb26a5dd1623c97 100644
--- a/config_files/config.yml
+++ b/config_files/config.yml
@@ -110,15 +110,6 @@ cb_boost:
   n_max_iterations: [10]
   n_stumps: [1]
 
-min_cq_graalpy:
-  mu: [0.01]
-  n_stumps_per_attribute: [1]
-
-min_cq_graalpy_tree:
-  mu: [0.01]
-  n_stumps_per_attribute: [1]
-  max_depth: [2]
-
 lasso:
   alpha: [1]
   max_iter: [2]
@@ -126,10 +117,6 @@ lasso:
 gradient_boosting:
   n_estimators: [2]
 
-min_cq:
-  mu: [0.01]
-  n_stumps_per_attribute: [1]
-
 
 ######################################
 # The Multiview Classifier arguments #
diff --git a/multiview_platform/mono_multi_view_classifiers/monoview/analyze_result.py b/multiview_platform/mono_multi_view_classifiers/monoview/analyze_result.py
index cb93b1bfa0ece8e54928adcc0d735c47da7a9fbc..faecdbc295611068d49d9e1cdce2aafacfe75ff4 100644
--- a/multiview_platform/mono_multi_view_classifiers/monoview/analyze_result.py
+++ b/multiview_platform/mono_multi_view_classifiers/monoview/analyze_result.py
@@ -5,6 +5,21 @@ from .. import metrics
 
 def getDBConfigString(name, feat, classification_indices, shape,
                       classLabelsNames, KFolds):
+    """
+    
+    Parameters
+    ----------
+    name
+    feat
+    classification_indices
+    shape
+    classLabelsNames
+    KFolds
+
+    Returns
+    -------
+
+    """
     learningRate = float(len(classification_indices[0])) / (
                 len(classification_indices[0]) + len(classification_indices[1]))
     dbConfigString = "Database configuration : \n"
diff --git a/multiview_platform/mono_multi_view_classifiers/monoview_classifiers/cb_boost.py b/multiview_platform/mono_multi_view_classifiers/monoview_classifiers/cb_boost.py
index 6955a79e97c9dc73f024227b36e2a5f897adad58..4f094aac6f5e715c15d2f4fc2ec4d53f5b390bf0 100644
--- a/multiview_platform/mono_multi_view_classifiers/monoview_classifiers/cb_boost.py
+++ b/multiview_platform/mono_multi_view_classifiers/monoview_classifiers/cb_boost.py
@@ -59,6 +59,7 @@ class CBBoost(CBBoostClassifier, BaseMonoviewClassifier):
         """
         return True
 
+
     def getInterpret(self, directory, y_test):
         """
         return interpretation string
diff --git a/multiview_platform/mono_multi_view_classifiers/monoview_classifiers/cg_desc.py b/multiview_platform/mono_multi_view_classifiers/monoview_classifiers/cg_desc.py
index 85e8cdca5ad2d37ba16a48fd2d04f1b32e97f0b0..e0d8cac9bf54fe4d5efa2c6e14f778220ca2461d 100644
--- a/multiview_platform/mono_multi_view_classifiers/monoview_classifiers/cg_desc.py
+++ b/multiview_platform/mono_multi_view_classifiers/monoview_classifiers/cg_desc.py
@@ -45,7 +45,7 @@ class CGDesc(ColumnGenerationClassifierQar, BaseMonoviewClassifier):
 
     def canProbas(self):
         """Used to know if the classifier can return label probabilities"""
-        return True
+        return False
 
     def getInterpret(self, directory, y_test):
         return self.getInterpretQar(directory, y_test)
diff --git a/multiview_platform/mono_multi_view_classifiers/monoview_classifiers/cq_boost.py b/multiview_platform/mono_multi_view_classifiers/monoview_classifiers/cq_boost.py
index 7984a428a16b77ef1a293f4812cd3085a2156bad..8d8d6e5601ac42e48486f607452c8dc849b26b13 100644
--- a/multiview_platform/mono_multi_view_classifiers/monoview_classifiers/cq_boost.py
+++ b/multiview_platform/mono_multi_view_classifiers/monoview_classifiers/cq_boost.py
@@ -37,7 +37,7 @@ class CQBoost(ColumnGenerationClassifier, BaseMonoviewClassifier):
 
     def canProbas(self):
         """Used to know if the classifier can return label probabilities"""
-        return True
+        return False
 
     def getInterpret(self, directory, y_test):
         np.savetxt(directory + "train_metrics.csv", self.train_metrics,
diff --git a/multiview_platform/mono_multi_view_classifiers/monoview_classifiers/decision_tree_pregen.py b/multiview_platform/mono_multi_view_classifiers/monoview_classifiers/decision_tree_pregen.py
index 5f5ee1c3dbe1644d542c265a1c4b23b597114857..4b67520ec79f2617bf68c0923facbddbb0686ea8 100644
--- a/multiview_platform/mono_multi_view_classifiers/monoview_classifiers/decision_tree_pregen.py
+++ b/multiview_platform/mono_multi_view_classifiers/monoview_classifiers/decision_tree_pregen.py
@@ -61,7 +61,7 @@ class DecisionTreePregen(DecisionTreeClassifier, BaseMonoviewClassifier,
 
     def canProbas(self):
         """Used to know if the classifier can return label probabilities"""
-        return True
+        return False
 
     def getInterpret(self, directory, y_test):
         interpretString = ""
diff --git a/multiview_platform/mono_multi_view_classifiers/monoview_classifiers/gradient_boosting.py b/multiview_platform/mono_multi_view_classifiers/monoview_classifiers/gradient_boosting.py
index 7fd870f08577bfb4b13698284b0d8434c8ad205c..14d2670bec0f84c50c6c0afdd023d8f1c93274fe 100644
--- a/multiview_platform/mono_multi_view_classifiers/monoview_classifiers/gradient_boosting.py
+++ b/multiview_platform/mono_multi_view_classifiers/monoview_classifiers/gradient_boosting.py
@@ -71,7 +71,7 @@ class GradientBoosting(GradientBoostingClassifier, BaseMonoviewClassifier):
 
     def canProbas(self):
         """Used to know if the classifier can return label probabilities"""
-        return True
+        return False
 
     def getInterpret(self, directory, y_test):
         interpretString = ""
diff --git a/multiview_platform/mono_multi_view_classifiers/monoview_classifiers/lasso.py b/multiview_platform/mono_multi_view_classifiers/monoview_classifiers/lasso.py
index 0e8b3c41e7d2404eecc52b393b0ce74a0de0e329..5f1361bf6652112da8bc8a3d8a1b4f06628d3d8f 100644
--- a/multiview_platform/mono_multi_view_classifiers/monoview_classifiers/lasso.py
+++ b/multiview_platform/mono_multi_view_classifiers/monoview_classifiers/lasso.py
@@ -47,7 +47,6 @@ class Lasso(LassoSK, BaseMonoviewClassifier):
     """
     def __init__(self, random_state=None, alpha=1.0,
                  max_iter=10, warm_start=False, **kwargs):
-
         super(Lasso, self).__init__(
             alpha=alpha,
             max_iter=max_iter,