diff --git a/Code/MonoMutliViewClassifiers/Multiview/Fusion/Fusion.py b/Code/MonoMutliViewClassifiers/Multiview/Fusion/Fusion.py
index fc1d65b97637929125e9dcb18fdbdb5c5b8b97f7..d0326b606ca75c1a7cd23d4e18453ba0fa302ce0 100644
--- a/Code/MonoMutliViewClassifiers/Multiview/Fusion/Fusion.py
+++ b/Code/MonoMutliViewClassifiers/Multiview/Fusion/Fusion.py
@@ -2,11 +2,9 @@ import numpy as np
 import logging
 import pkgutil
 
-# from Methods import *
 import Methods
-import MonoviewClassifiers
-
-from utils.Dataset import getV
+from ... import MonoviewClassifiers
+from ...utils.Dataset import getV
 
 # Author-Info
 __author__ = "Baptiste Bauvin"
diff --git a/Code/MonoMutliViewClassifiers/Multiview/Fusion/Methods/EarlyFusionPackage/WeightedLinear.py b/Code/MonoMutliViewClassifiers/Multiview/Fusion/Methods/EarlyFusionPackage/WeightedLinear.py
index 5206ea415aa93d16594ef2170b3f5afa83a2ee82..b32c631985907d2cc29247819137388de1b00678 100644
--- a/Code/MonoMutliViewClassifiers/Multiview/Fusion/Methods/EarlyFusionPackage/WeightedLinear.py
+++ b/Code/MonoMutliViewClassifiers/Multiview/Fusion/Methods/EarlyFusionPackage/WeightedLinear.py
@@ -1,8 +1,7 @@
-from ...Methods.EarlyFusion import EarlyFusionClassifier
-import MonoviewClassifiers
 import numpy as np
-import pkgutil
-from sklearn.metrics import accuracy_score
+
+from ...Methods.EarlyFusion import EarlyFusionClassifier
+from ..... import MonoviewClassifiers
 
 
 def genParamsSets(classificationKWARGS, randomState, nIter=1):
diff --git a/Code/MonoMutliViewClassifiers/Multiview/Fusion/Methods/LateFusion.py b/Code/MonoMutliViewClassifiers/Multiview/Fusion/Methods/LateFusion.py
index df9b88e99a5a5924bc07e86b3ba019fc963da727..5e970bd4b531f1180ad86e7d08eeb58fc3d60988 100644
--- a/Code/MonoMutliViewClassifiers/Multiview/Fusion/Methods/LateFusion.py
+++ b/Code/MonoMutliViewClassifiers/Multiview/Fusion/Methods/LateFusion.py
@@ -4,14 +4,11 @@
 import numpy as np
 import itertools
 from joblib import Parallel, delayed
-# from sklearn.multiclass import OneVsOneClassifier
-# from sklearn.svm import SVC
-import os
 import sys
 
-from  .... import MonoviewClassifiers
-import Metrics
-from utils.Dataset import getV
+from .... import MonoviewClassifiers
+from .... import Metrics
+from ....utils.Dataset import getV
 
 
 def canProbasClassifier(classifierConfig):
diff --git a/Code/MonoMutliViewClassifiers/Multiview/Fusion/analyzeResults.py b/Code/MonoMutliViewClassifiers/Multiview/Fusion/analyzeResults.py
index 9142a30f5a492be5be154f679b0b9f03fd4c45c3..a11a899a85008464e4f74879cfd7979f46bc4381 100644
--- a/Code/MonoMutliViewClassifiers/Multiview/Fusion/analyzeResults.py
+++ b/Code/MonoMutliViewClassifiers/Multiview/Fusion/analyzeResults.py
@@ -3,12 +3,9 @@ import numpy as np
 import matplotlib
 
 matplotlib.use('Agg')
-import matplotlib.pyplot as plt
 import operator
-from datetime import timedelta as hms
-from Methods import *
 import Methods.LateFusion
-import Metrics
+from ... import Metrics
 
 # Author-Info
 __author__ = "Baptiste Bauvin"