#=============================================================================== # Copyright 2021 Intel Corporation # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. #=============================================================================== class ClassifierMixin: _estimator_type = "classifier" def score(self, X, y, sample_weight=None, queue=None): from sklearn.metrics import accuracy_score return accuracy_score(y, self.predict(X, queue=queue), sample_weight=sample_weight) def _more_tags(self): return {"requires_y": True} class RegressorMixin: _estimator_type = "regressor" def score(self, X, y, sample_weight=None, queue=None): from sklearn.metrics import r2_score return r2_score(y, self.predict(X, queue=queue), sample_weight=sample_weight) def _more_tags(self): return {"requires_y": True}