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) |
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Corporate Author: | SpringerLink (Online service) |
Format: | Electronic eBook |
Language: | English |
Published: |
Cham :
Springer International Publishing : Imprint: Springer,
2022.
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Edition: | 2nd ed. 2022. |
Series: | Cognitive Technologies,
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Subjects: | |
Online Access: | Link to Metadata |
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