Ensemble.py 文件源码

def predict(self, X):
        '''
            return predictions for X 
            (multi-dimensionally speaking, i.e., we return the mode)
        '''
        N,D = X.shape
        Y = zeros((N,self.L))
        for i in range(N):
            V = zeros((self.M,self.L))
            for m in range(self.M):
                V[m,:] = self.h[m].predict(array([X[i,:]]))
            Y[i,:] = mode(V)[0]
        return Y