How to Explain the Prediction of a Machine Learning Model?
The machine learning models have started penetrating into critical areas like health care, justice systems, and financial industry. Thus to figure out how the models make the decisions and make sure t…
来源与阅读说明
发布方：Lil’Log · Lilian Weng。原文发布时间：2017-08-01。本文为外部知识索引，仅提供订阅源短摘要，不转载全文。完整论证、代码、图片和使用许可请查阅原文。
订阅源摘要
The machine learning models have started penetrating into critical areas like health care, justice systems, and financial industry. Thus to figure out how the models make the decisions and make sure t…
建议如何学习
先确认原文使用的模型、工具版本与前置知识，再选择一个最小示例动手复现。记录输入、输出和失败原因；涉及效果或性能结论时，检查其评测条件是否适合你的场景。完成后将可复用步骤记入工作台。