Machine learning /

Introduction; Concept learning and the general-to-specific ordering; Decision tree learning; Artificial neural networks; Evaluating hypotheses; Bayesian learning; Computational learning theory; Instance-based learning; Genetic algorithms; Learning sets of rules; Analytical learning; Combining induct...

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Bibliografski detalji
Glavni autor: Mitchell, Tom M. 1951-
Format: Knjiga
Jezik:English
Izdano: New York : McGraw-Hill, 1997.
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Opis
Sažetak:Introduction; Concept learning and the general-to-specific ordering; Decision tree learning; Artificial neural networks; Evaluating hypotheses; Bayesian learning; Computational learning theory; Instance-based learning; Genetic algorithms; Learning sets of rules; Analytical learning; Combining inductive and analytical learning; Reinforcement learning.
Opis djela:Includes bibliographical references and index.
Opis:xvii, 414 p. : ill. ; 23 cm.
ISBN:0071154671