Automated Machine Learning

Dublin Core

Title

Automated Machine Learning

Subject

Computer Science

Description

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.

Creator

Hutter, Frank --- Kotthoff, Lars --- Vanschoren, Joaquin

Source

https://library.oapen.org/bitstream/id/02773536-62c8-428d-9172-c3195c2e602d/1007149.pdf

Publisher

Springer Nature

Date

2020

Contributor

Baihaqi

Rights

Creative Commons

Format

PDF

Type

Textbooks

Files

1007149.pdf.jpg

Citation

Hutter, Frank --- Kotthoff, Lars --- Vanschoren, Joaquin, “Automated Machine Learning,” Open Educational Resource (OER) - Unsyiah Library, accessed October 2, 2022, http://uilis.unsyiah.ac.id/oer/items/show/5181.

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