def predict(svc, reduced_x_test):

    """
    The method predicts outputs for test samples by using learning model.

    Parameters:
    -----------
    svc: trained learning model
    reduced_x_test: features of testing set lying on principal component axes """

    predictions = svc.predict(reduced_x_test)
    return predictions