def __init__(self):
Algorithm.__init__(self)
self.model = KNeighborsClassifier(3)
def __init__(self):
Algorithm.__init__(self)
self.model = QuadraticDiscriminantAnalysis()
def __init__(self):
Algorithm.__init__(self)
self.model = RandomForestClassifier(max_depth=5, n_estimators=10, max_features=1)
def __init__(self):
Algorithm.__init__(self)
self.model = GaussianNB()
def __init__(self):
Algorithm.__init__(self)
self.model = AdaBoostClassifier()
def __init__(self):
Algorithm.__init__(self)
self.model = MLPClassifier(alpha=1, max_iter=10000)
def __init__(self):
Algorithm.__init__(self)
self.model = GaussianProcessClassifier(1.0 * RBF(1.0))
def __init__(self):
Algorithm.__init__(self)
self.model = make_pipeline(StandardScaler(), SVC(gamma='auto'))
def __init__(self):
Algorithm.__init__(self)
self.model = DecisionTreeClassifier()