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:
On-line přístup:http://lrc.tdmu.edu.vn/opac/search/detail.asp?aID=2&ID=30877
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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.