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...

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Main Authors: Brazdil, Pavel (Author), van Rijn, Jan N. (Author), Soares, Carlos (Author), Vanschoren, Joaquin (Author)
企業作者: SpringerLink (Online service)
格式: 電子 電子書
語言:英语
出版: Cham : Springer International Publishing : Imprint: Springer, 2022.
版:2nd ed. 2022.
叢編:Cognitive Technologies,
主題:
在線閱讀:Link to Metadata
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