Machine Learning

1. Introduction -- 2. Concept Learning and the General-to-Specific Ordering -- 3. Decision Tree Learning -- 4. Artificial Neural Networks -- 5. Evaluating Hypotheses -- 6. Bayesian Learning -- 7. Computational Learning Theory -- 8. Instance-Based Learning -- 9. Genetic Algorithms -- 10. Learning Set...

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Podrobná bibliografie
Hlavní autor:	Mitchell, Tom M
Médium:	Kniha
Jazyk:	Undetermined
Vydáno:	NY. McGraw-Hill 1997
Témata:	Algorithmes; Thuật toán; Computer algorithms; Thuật toán máy tính; Machine learning; Học máy
On-line přístup:	http://lrc.tdmu.edu.vn/opac/search/detail.asp?aID=2&ID=30877
Tagy:	Přidat tag Žádné tagy, Buďte první, kdo otaguje tento záznam!

Thư viện lưu trữ:	Trung tâm Học liệu Trường Đại học Thủ Dầu Một

Popis
Shrnutí:	1. Introduction -- 2. Concept Learning and the General-to-Specific Ordering -- 3. Decision Tree Learning -- 4. Artificial Neural Networks -- 5. Evaluating Hypotheses -- 6. Bayesian Learning -- 7. Computational Learning Theory -- 8. Instance-Based Learning -- 9. Genetic Algorithms -- 10. Learning Sets of Rules -- 11. Analytical Learning -- 12. Combining Inductive and Analytical Learning -- 13. Reinforcement Learning.; Includes bibliographical references and indexes
Fyzický popis:	xvii, 414 p.

Machine Learning

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