56798201b77d1546bec413b57e3561c5f13f5122,src/skmultiflow/meta/adaptive_random_forest_regressor.py,AdaptiveRandomForestRegressor,predict,#AdaptiveRandomForestRegressor#Any#,230

Before Change

            self.init_ensemble(X)
        for learner in self.ensemble:
            predictions += learner.predict(X)
        predictions /= self.n_estimators
        return predictions

    def predict_proba(self, X):
        Not implemented for this method.
        raise NotImplementedError

After Change

        if self.aggregation_method == self._MEAN:
            return np.mean(predictions, axis=0)
        elif self.aggregation_method == self._MEDIAN:
            return np.median(predictions, axis=0)
        else:
            np.zeros(get_dimensions(X)[0])

    def predict_proba(self, X):

Instances