1# Copyright 2016 The TensorFlow Authors. All Rights Reserved. 2# 3# Licensed under the Apache License, Version 2.0 (the "License"); 4# you may not use this file except in compliance with the License. 5# You may obtain a copy of the License at 6# 7# http://www.apache.org/licenses/LICENSE-2.0 8# 9# Unless required by applicable law or agreed to in writing, software 10# distributed under the License is distributed on an "AS IS" BASIS, 11# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. 12# See the License for the specific language governing permissions and 13# limitations under the License. 14# ============================================================================== 15"""Enum for metric keys (deprecated). 16 17This module and all its submodules are deprecated. See 18[contrib/learn/README.md](https://www.tensorflow.org/code/tensorflow/contrib/learn/README.md) 19for migration instructions. 20""" 21from __future__ import absolute_import 22from __future__ import division 23from __future__ import print_function 24 25 26class MetricKey(object): 27 """Metric key strings (deprecated).""" 28 29 LOSS = "loss" 30 AUC = "auc" 31 AUC_PR = "auc_precision_recall" 32 CLASS_AUC = "auc/class%d" 33 CLASS_AUC_PR = "auc_precision_recall/class%d" 34 PREDICTION_MEAN = "labels/prediction_mean" 35 CLASS_PREDICTION_MEAN = "labels/prediction_mean/class%d" 36 CLASS_LOGITS_MEAN = "labels/logits_mean/class%d" 37 CLASS_PROBABILITY_MEAN = "labels/probability_mean/class%d" 38 LABEL_MEAN = "labels/actual_label_mean" 39 CLASS_LABEL_MEAN = "labels/actual_label_mean/class%d" 40 ACCURACY = "accuracy" 41 ACCURACY_BASELINE = "accuracy/baseline_label_mean" 42 ACCURACY_MEAN = "accuracy/threshold_%f_mean" 43 PRECISION_MEAN = "precision/positive_threshold_%f_mean" 44 RECALL_MEAN = "recall/positive_threshold_%f_mean" 45