elm.py 文件源码

def __init__(self, n_hidden=20, alpha=0.5, rbf_width=1.0,
                 activation_func='tanh', activation_args=None,
                 user_components=None, regressor=None,
                 binarizer=LabelBinarizer(-1, 1),
                 random_state=None):

        super(ELMClassifier, self).__init__(n_hidden=n_hidden,
                                            alpha=alpha,
                                            random_state=random_state,
                                            activation_func=activation_func,
                                            activation_args=activation_args,
                                            user_components=user_components,
                                            rbf_width=rbf_width,
                                            regressor=regressor)

        self.classes_ = None
        self.binarizer = binarizer