Machine learning /
By: Mitchell, Tom Michael
Material type:
BookPublisher: New York : McGraw-Hill, 1997.Description: xviii, 414 p. : ill ; 23 cm.ISBN: 0071154671Subject(s): Machine learning | Computer algorithmsDDC classification: 006.31 MI MA Online resources: Location Map
| Item type | Home library | Call number | Status | Date due | Barcode | Item holds |
|---|---|---|---|---|---|---|
| REGULAR | University of Wollongong in Dubai Main Collection | 006.31 MI MA (Browse shelf) | Available | T0023244 |
Total holds: 0
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| 006.31 HO LE Learning TensorFlow : | 006.31 LA MA Machine learning with R : | 006.31 MA HI Hilary Mason : An Introduction to Machine Learning with Web Data | 006.31 MI MA Machine learning / | 006.31 MU MA Machine learning | 006.31 PR AC Practical machine learning and image processing : | 006.31 SI GN Signal processing and machine learning for brain-machine interfaces / |
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.