機械学習の評価：信頼できる責任あるＡＩへ（テキスト）
Machine Learning Evaluation
Towards Reliable and Responsible AI
Japkowicz, Nathalie
Boukouvalas, Zois
- 出版社：Cambridge University Press
- 出版年月：2024年 11月
- ISBN：9781316518861
- 装丁：HRD
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装丁について
- 言語：ENG
- 巻数・ページ数：426 p.
- 分類： 人工知能
- DDC分類：006.31
- 内容紹介：
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This accessible, comprehensive guide is aimed at students, practitioners, engineers, and users. The emphasis is on building robust, responsible machine learning products incorporating meaningful metrics, rigorous statistical analysis, fair training sets, and explainability. Implementations in Python and sklearn are available on the book's website.