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
16"""Evaluation-related metrics.
17
18@@accuracy
19@@auc
20@@false_negatives
21@@false_negatives_at_thresholds
22@@false_positives
23@@false_positives_at_thresholds
24@@mean
25@@mean_absolute_error
26@@mean_cosine_distance
27@@mean_iou
28@@mean_per_class_accuracy
29@@mean_relative_error
30@@mean_squared_error
31@@mean_tensor
32@@percentage_below
33@@precision
34@@precision_at_thresholds
35@@recall
36@@recall_at_k
37@@recall_at_top_k
38@@recall_at_thresholds
39@@root_mean_squared_error
40@@sensitivity_at_specificity
41@@sparse_average_precision_at_k
42@@average_precision_at_k
43@@sparse_precision_at_k
44@@precision_at_k
45@@precision_at_top_k
46@@specificity_at_sensitivity
47@@true_negatives
48@@true_negatives_at_thresholds
49@@true_positives
50@@true_positives_at_thresholds
51
52"""
53from __future__ import absolute_import
54from __future__ import division
55from __future__ import print_function
56
57# go/tf-wildcard-import
58# pylint: disable=wildcard-import
59from tensorflow.python.ops.metrics_impl import *
60# pylint: enable=wildcard-import
61
62from tensorflow.python.util.all_util import remove_undocumented
63
64_allowed_symbols = []
65remove_undocumented(__name__, _allowed_symbols)
66