Cleared imports Monoview Classifiers

Code/MonoMutliViewClassifiers/Monoview/analyzeResult.py

 from datetime import timedelta as hms
 import numpy as np
 
-import MonoviewClassifiers
-import Metrics
+from .. import MonoviewClassifiers
+from .. import Metrics
 
 
 def getDBConfigString(name, feat, classificationIndices, shape, classLabelsNames, KFolds):

Code/MonoMutliViewClassifiers/MonoviewClassifiers/Adaboost.py

@@ -2,11 +2,11 @@ from sklearn.ensemble import AdaBoostClassifier
 from sklearn.pipeline import Pipeline
 from sklearn.model_selection import RandomizedSearchCV
 from sklearn.tree import DecisionTreeClassifier
-import Metrics
 from scipy.stats import randint
 import numpy as np
-import matplotlib.pyplot as plt
-from utils.HyperParameterSearch import genHeatMaps
+
+from .. import Metrics
+from ..utils.HyperParameterSearch import genHeatMaps
 
 # Author-Info
 __author__ = "Baptiste Bauvin"

Code/MonoMutliViewClassifiers/MonoviewClassifiers/DecisionTree.py

 from sklearn.tree import DecisionTreeClassifier
 from sklearn.pipeline import Pipeline  # Pipelining in classification
 from sklearn.model_selection import RandomizedSearchCV
-import Metrics
 from scipy.stats import randint
 import numpy as np
-from utils.HyperParameterSearch import genHeatMaps
+
+from .. import Metrics
+from ..utils.HyperParameterSearch import genHeatMaps
 
 # Author-Info
 __author__ = "Baptiste Bauvin"

Code/MonoMutliViewClassifiers/MonoviewClassifiers/KNN.py

 from sklearn.neighbors import KNeighborsClassifier
 from sklearn.pipeline import Pipeline  # Pipelining in classification
 from sklearn.model_selection import RandomizedSearchCV
-import Metrics
 from scipy.stats import randint
 import numpy as np
-from utils.HyperParameterSearch import genHeatMaps
+
+from .. import Metrics
+from ..utils.HyperParameterSearch import genHeatMaps
 
 # Author-Info
 __author__ = "Baptiste Bauvin"

Code/MonoMutliViewClassifiers/MonoviewClassifiers/RandomForest.py

 from sklearn.ensemble import RandomForestClassifier
 from sklearn.pipeline import Pipeline
 from sklearn.model_selection import RandomizedSearchCV
-from .. import Metrics
 from scipy.stats import randint
 import numpy as np
+
+from .. import Metrics
 from ..utils.HyperParameterSearch import genHeatMaps
 
 # Author-Info

Code/MonoMutliViewClassifiers/MonoviewClassifiers/SCM.py

-import Metrics
 from pyscm.utils import _pack_binary_bytes_to_ints
 import pyscm
-from utils.Dataset import getShape
 import h5py
-from Multiview import GetMultiviewDb as DB
-from pyscm.binary_attributes.base import BaseBinaryAttributeList
+# from pyscm.binary_attributes.base import BaseBinaryAttributeList
 import os
-from utils.HyperParameterSearch import genHeatMaps
+
+# from ..Multiview import GetMultiviewDb as DB
+# from ..utils.Dataset import getShape
+from .. import Metrics
+from ..utils.HyperParameterSearch import genHeatMaps
 
 # Author-Info
 __author__ = "Baptiste Bauvin"

Code/MonoMutliViewClassifiers/MonoviewClassifiers/SGD.py

 from sklearn.linear_model import SGDClassifier
 from sklearn.pipeline import Pipeline  # Pipelining in classification
 from sklearn.model_selection import RandomizedSearchCV
-import Metrics
 from scipy.stats import uniform
 import numpy as np
-from utils.HyperParameterSearch import genHeatMaps
+
+from .. import Metrics
+from ..utils.HyperParameterSearch import genHeatMaps
 
 # Author-Info
 __author__ = "Baptiste Bauvin"

Code/MonoMutliViewClassifiers/MonoviewClassifiers/SVMLinear.py

 from sklearn.svm import SVC
 from sklearn.pipeline import Pipeline  # Pipelining in classification
 from sklearn.model_selection import RandomizedSearchCV
-import Metrics
 from scipy.stats import randint
 import numpy as np
-from utils.HyperParameterSearch import genHeatMaps
+
+from .. import Metrics
+from ..utils.HyperParameterSearch import genHeatMaps
+
 
 # Author-Info
 __author__ = "Baptiste Bauvin"

Code/MonoMutliViewClassifiers/MonoviewClassifiers/SVMPoly.py

 from sklearn.svm import SVC
 from sklearn.pipeline import Pipeline  # Pipelining in classification
 from sklearn.model_selection import RandomizedSearchCV
-import Metrics
 from scipy.stats import randint
 import numpy as np
-from utils.HyperParameterSearch import genHeatMaps
+
+from .. import Metrics
+from ..utils.HyperParameterSearch import genHeatMaps
+
 
 # Author-Info
 __author__ = "Baptiste Bauvin"

Code/MonoMutliViewClassifiers/MonoviewClassifiers/SVMRBF.py

 from sklearn.svm import SVC
 from sklearn.pipeline import Pipeline  # Pipelining in classification
 from sklearn.model_selection import RandomizedSearchCV
-import Metrics
 from scipy.stats import randint
 import numpy as np
-from utils.HyperParameterSearch import genHeatMaps
+
+from .. import Metrics
+from ..utils.HyperParameterSearch import genHeatMaps
+
 
 # Author-Info
 __author__ = "Baptiste Bauvin"