Sebastian Raschka终于写完了他的这套博文系列《Model evaluation, model selection, and algorithm selection in machine learning》的第四章，非常详细地介绍了模型评测部分需要考虑的各种环节，需要一些统计基础。
前三篇连载都是两年前写的，当时看得也是获益匪浅，统计背景比较强的老师看模型和算法的角度会不太一样，非常推荐。
link:
1. https://sebastianraschka.com/blog/2016/model-evaluation-selection-part1.html
2. https://sebastianraschka.com/blog/2016/model-evaluation-selection-part2.html
3. https://sebastianraschka.com/blog/2016/model-evaluation-selection-part3.html
4. https://sebastianraschka.com/blog/2018/model-evaluation-selection-part4.html

Data Science Archive

Sebastian Raschka终于写完了他的这套博文系列《Model evaluation, model selection, and algorithm selection in machine learning》的第四章，非常详细地介绍了模型评测部分需要考虑的各种环节，需要一些统计基础。
前三篇连载都是两年前写的，当时看得也是获益匪浅，统计背景比较强的老师看模型和算法的角度会不太一样，非常推荐。
link:
1. https://sebastianraschka.com/blog/2016/model-evaluation-selection-part1.html
2. https://sebastianraschka.com/blog/2016/model-evaluation-selection-part2.html
3. https://sebastianraschka.com/blog/2016/model-evaluation-selection-part3.html
4. https://sebastianraschka.com/blog/2018/model-evaluation-selection-part4.html

Sebastian Raschka, PhD

Model evaluation, model selection, and algorithm selection in machine learning

A single-PDF version of Model Evaluation parts 1-4 is available on arXiv: https://arxiv.org/abs/1811.12808

hottg.com/DataScienceArchive/40

793 views小熊猫, edited  Nov 11, 2018 at 06:48