def SklearnRandomForest():
return SklearnClassifierWrapper(RandomForestClassifier)
def SklearnKNeighbours():
return SklearnClassifierWrapper(KNeighborsClassifier)
def SklearnNearestCentroid():
return SklearnClassifierWrapper(NearestCentroid)
def SklearnPerceptron():
return SklearnClassifierWrapper(Perceptron)
def SklearnPassiveAggressive():
return SklearnClassifierWrapper(PassiveAggressiveClassifier)
def SklearnNuSVC():
return SklearnClassifierWrapper(lambda: NuSVC(probability=True))
def SklearnRidgeClassifier():
return SklearnClassifierWrapper(RidgeClassifier)
def SklearnLinearSVC():
return SklearnClassifierWrapper(LinearSVC)
def SklearnSGDClassifier():
return SklearnClassifierWrapper(lambda: SGDClassifier(loss='log'))
def SklearnLogisticRegression():
return SklearnClassifierWrapper(LogisticRegression)
def SklearnBernoulliNB():
return SklearnClassifierWrapper(BernoulliNB)
def SklearnMultinomialNB():
return SklearnClassifierWrapper(MultinomialNB)