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Automated machine learning : methods, systems, challenges

Hutter, Frank Kotthoff, Lars

This open access book presents the first comprehensive overview of general methods in Automated Machine Learning (AutoML), collects descriptions of existing systems based on these methods, and discusses the first series of international challenges of AutoML systems. The recent success of commercial ML applications and the rapid growth of the field has created a high demand for off-the-shelf ML …

Edition: -
ISBN/ISSN: 9783030053185
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Call Number: 006.31 HUT a

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Automated machine learning : methods, systems, challenges