get_feature_from_model.py 文件源码

def get_metric(self):
        self.get_y_pred()
        #self.get_ip1()
        self.y_true = self.label
        self.y_pred = self.feature.argmax(1)
        self.classify_report = metrics.classification_report(self.y_true, self.y_pred)
        self.confusion_matrix = metrics.confusion_matrix(self.y_true, self.y_pred)
        self.overall_accuracy = metrics.accuracy_score(self.y_true, self.y_pred)
        self.acc_for_each_class = metrics.precision_score(self.y_true, self.y_pred, average=None)
        self.average_accuracy = np.mean(self.acc_for_each_class)
        print metrics.accuracy_score(self.y_true, self.y_pred)