ICS35.080L77AIOSS中国人工智能开源软件发展联盟标准AIOSS—01—2018人工智能深度学习算法评估规范Artificial intelligence—Assessment specification for deep learning algorithms2018-07-01发布2018-07-01实施 AIOSS-01-2018目次前言 ............................................................................... III引言 ................................................................................ IV123范围 .............................................................................. 1术语和定义 ........................................................................ 1评估指标体系 ...................................................................... 23.1评估指标体系表 ................................................................ 2算法功能实现的正确性 .......................................................... 4代码实现的正确性 .............................................................. 4目标函数的影响 ................................................................ 4训练数据集的影响 .............................................................. 4对抗性样本的影响 .............................................................. 4软硬件平台依赖的影响 .......................................................... 5环境数据的影响 ................................................................ 53.23.33.43.53.63.73.84评估流程........................................................................... 54.14.24.34.44.54.6概述 .......................................................................... 5确定可靠性目标 ................................................................ 6选择评估指标 .................................................................. 7评估准则 ...................................................................... 7各阶段评估 .................................................................... 8评估结论 ...................................................................... 8567需求阶段的评估 .................................................................... 85.1概述 ...............................................................