Automated Machine Learning : Methods, Systems, Challenges

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Automated Machine Learning : Methods, Systems, Challenges

HUTTER, Frank - Personal Name; KOTTHOFF, Lars - Personal Name;

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 methods that can be used easily and without expert knowledge.

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Series Title: -
Call Number: 006.31 AUT
Publisher: Cham : Springer., 2019
Collation: XIV, 219 halaman
Language: English
ISBN/ISSN: 978-3-030-05318-5
Classification: 006.31
Content Type: text
Media Type: computer
Carrier Type: online resource
Edition: -
Subject(s): Computer Science
Specific Detail Info: -
Statement of Responsibility: Penyunting, Frank Hutter, Lars Kotthoff, Joaquin Vanschoren

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Source: -
Validator: maya

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Automated Machine Learning

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