for i in range(Y_validate.size):
        X_validate_negative = [X_validate[i,1],X_validate[i,0]]
        Y_validate_negative = [0]
        X_validate = np.vstack([X_validate, X_validate_negative])
        Y_validate = np.hstack([Y_validate, Y_validate_negative])