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Encyclopedia of machine learning

Author: Claude Sammut; Geoffrey I Webb
Publisher: New York : Springer, ©2011.
Series: Springer reference.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:

This comprehensive encyclopedia, in A-Z format, provides easy access to relevant information for those seeking entry into any aspect within the broad field of Machine Learning. Most of the entries in  Read more...

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Genre/Form: Electronic books
Encyclopedias
Additional Physical Format: Print version:
Encyclopedia of machine learning.
New York : Springer, ©2011
(DLC) 2010935441
(OCoLC)741732220
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Claude Sammut; Geoffrey I Webb
ISBN: 9780387301648 038730164X 9780387345581 0387345582
OCLC Number: 697275803
Language Note: English.
Description: 1 online resource (xxvi, 1030 pages) : illustrations.
Contents: Clustering --
Statistical Machine Learning --
Statistical Language Learning --
Inductive Logic Programming --
Learning and Logic --
Meta-Learning --
ROC analysis --
Information Theory --
Instance-based Learning Time Series --
Policy Search and Active Selection --
Reinforcement Learning --
Artificial Neural Network --
Text Mining --
Machine Learning in Bioinformatics --
Rule Learning --
Evolutionary Computation --
Behavioral Cloning --
Search --
Computational Learning Theory --
Online Learning --
Learning Paradigms --
Model-based Reinforcement Learning --
Active Learning --
Explanation-based Learning --
Data Mining --
Graph Mining.
Series Title: Springer reference.
Responsibility: Claude Sammut, Geoffrey I. Webb (eds.).
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