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Machine Learning Evaluation: Towards Reliable and Responsible AI Japkowicz, Nathalie (American University, Washington DC)
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Machine Learning Evaluation: Towards Reliable and Responsible AI
Japkowicz, Nathalie (American University, Washington DC)
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.
420 pages, Worked examples or Exercises
| Mediji | Grāmatas Hardcover Book (Grāmata ar cieto muguriņu un vāku) |
| Izlaists | 2024. gada 21. novembris |
| ISBN13 | 9781316518861 |
| Izdevēji | Cambridge University Press |
| Lapas | 426 |
| Izmēri | 177 × 251 × 30 mm · 904 g |
| Valoda | Angļu |
