Elements of machine learning / Pat Langley.

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Bibliographic Details
Online Access: Full Text (via Internet Archive)
Main Author: Langley, Pat
Format: eBook
Language:English
Published: San Francisco, Calif. : Morgan Kaufmann, ©1996.
Series:Morgan Kaufmann series in machine learning.
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.