Beispiel #1
0
    def fit(self, X_train, y_train):
        clf = self.base_clf_class()
        clf.fit(X_train, y_train)
        self.mlt = MLT(clf)

        ra = RA3(self.base_clf_class)
        ra.fit([X_train, y_train])
        self.ra = ra

        self.X_train = X_train
        self.y_train = y_train
Beispiel #2
0
    def fit(self, X_train, y_train):
        clf = self.base_clf_class()
        clf.fit(X_train, y_train)
        self.mlt = MLT(clf)

        bac = BAC(self.base_clf_class)
        bac.fit([X_train, y_train])
        self.bac = bac

        self.X_train = X_train
        self.y_train = y_train
Beispiel #3
0
class ENMLT(object):

    def __init__(self, base_clf_class):
        self.base_clf_class = base_clf_class


    def fit(self, X_train, y_train):
        clf = self.base_clf_class()
        clf.fit(X_train, y_train)
        self.mlt = MLT(clf)

        ra = RA3(self.base_clf_class)
        ra.fit([X_train, y_train])
        self.ra = ra

        self.X_train = X_train
        self.y_train = y_train


    def predict(self, X_test):
        class_dist = self.ra.predict_dict(X_test)
        self.mlt.fit(self.X_train, self.y_train, class_dist)
        y_pred = self.mlt.predict(X_test)
        return y_pred
Beispiel #4
0
class BACMLT(object):

    def __init__(self, base_clf_class):
        self.base_clf_class = base_clf_class


    def fit(self, X_train, y_train):
        clf = self.base_clf_class()
        clf.fit(X_train, y_train)
        self.mlt = MLT(clf)

        bac = BAC(self.base_clf_class)
        bac.fit([X_train, y_train])
        self.bac = bac

        self.X_train = X_train
        self.y_train = y_train


    def predict(self, X_test):
        class_dist = self.bac.predict_dict(X_test)
        self.mlt.fit(self.X_train, self.y_train, class_dist)
        y_pred = self.mlt.predict(X_test)
        return y_pred