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Metalearning : applications to automated machine learning and data mining
This open access book offers a comprehensive and thorough introduction to almost all aspects of metalearning and automated machine learning (AutoML), covering the basic concepts and architecture, evaluation, datasets, hyperparameter optimization, ensembles and workflows, and also how this knowledge can be used to select, combine, compose, adapt and configure both algorithms and models to yield …
- Edition
- Second Edition
- ISBN/ISSN
- 9783030670245
- Collation
- xii, 346p. : ill,
- Series Title
- -
- Call Number
- 006.31 MET m
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