Research Catalog
Machine Learning
- Title
- Machine Learning / Tom M. Mitchell.
- Author
- Mitchell, Tom M. (Tom Michael), 1951-
- Publication
- New York : McGraw-Hill, 1997.
Items in the Library & Off-site
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1 Item
| Status | Format | Access | Call Number | Item Location |
|---|---|---|---|---|
Not available - Please for assistance. | Text | Use in library | Q325.5 .M58 1997 | Off-site |
Details
- Description
- xvii, 414 pages : illustrations; 25 cm
- Subjects
- Bibliography (note)
- Includes bibliographical references and indexes.
- Contents
- 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.
- ISBN
- 0070428077
- LCCN
- 97007692
- OCLC
- 36417892
- ocm36417892
- Owning Institutions
- Columbia University Libraries