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Machine learning / Tom M. Mitchell

By: Mitchell, Tom Michael, 1951- [autor].
Series: McGraw-Hill series in computer science.New Delhi : McGraw-Hill, 2013 (reprinted 2017)Edition: Mc Graw Hill education (India) 2013.Description: xvii, 414 pages. : illustrations ; 23 cm.Content type: texto Media type: no mediado Carrier type: volumenISBN: 1259096955; 9781259096952.Subject(s): Machine learning | Computer algorithms | Aprendizaje por máquina | Algoritmos genéticos | Algoritmos por computador | Teoría de las maquinasDDC classification: 006.31 /
Contents:
Well-posed learning problems -- Designing a learning system -- 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 --
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Includes bibliographical references and indexes

Well-posed learning problems -- Designing a learning system -- 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 --

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