Mitchell, Tom Michael, 1951-
Machine learning / Tom M. Mitchell. - New York : McGraw-Hill, 1997. - xviii, 414 p. : ill ; 23 cm.
Includes bibliographical references and indexes.
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.
0071154671
Machine learning.
Computer algorithms.
006.31 MI MA
Machine learning / Tom M. Mitchell. - New York : McGraw-Hill, 1997. - xviii, 414 p. : ill ; 23 cm.
Includes bibliographical references and indexes.
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.
0071154671
Machine learning.
Computer algorithms.
006.31 MI MA