Elements of machine learning / Pat Langley.
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Format: | eBook |
Language: | English |
Published: |
San Francisco, Calif. :
Morgan Kaufmann,
©1996.
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Series: | Morgan Kaufmann series in machine learning.
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Subjects: |
Table of Contents:
- 1. An overview of machine learning
- 2. The induction of logical conjunctions
- 3. The induction of threshold concepts
- 4. The induction of competitive concepts
- 5. The construction of decision lists
- 6. Revision and extension of inference networks
- 7. The formation of concept hierarchies
- 8. Other issues in concept induction
- 9. The formation of transition networks
- 10. The acquisition of search-control knowledge
- 11. The formation of macro-operators
- 12. Prospects for machine learning.