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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Bibliographic Details
Main Author: Mitchell, Tom M. 1951-
Format: Book
Language:English
Published: New York : McGraw-Hill, 1997.
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Institutions: Mạng thư viện Đại học Đà Nẵng
Description
Summary: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.
Item Description:Includes bibliographical references and index.
Physical Description:xvii, 414 p. : ill. ; 23 cm.
ISBN:0071154671