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Machine learning.

By: Mitchell, ThomasMaterial type: TextTextPublication details: London : McGraw-Hill, 1997. ISBN: 0071154671; 0070428077Subject(s): Machine learningDDC classification: 006.31
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.
Holdings
Item type Home library Call number Status Date due Barcode Item holds
Two Week Loan Two Week Loan College Lane Learning Resources Centre
Main Shelves
006.31 MIT (Browse shelf(Opens below)) Available 4403893915
Two Week Loan Two Week Loan College Lane Learning Resources Centre
Main Shelves
006.31 MIT (Browse shelf(Opens below)) Available 6000479460
Two Week Loan Two Week Loan College Lane Learning Resources Centre
Main Shelves
006.31 MIT (Browse shelf(Opens below)) Available 6000479442
Two Week Loan Two Week Loan College Lane Learning Resources Centre
Main Shelves
006.31 MIT (Browse shelf(Opens below)) Available 6000479451
Two Week Loan Two Week Loan College Lane Learning Resources Centre
Main Shelves
006.31 MIT (Browse shelf(Opens below)) Checked out 14/02/2023 6000479433
Two Week Loan Two Week Loan College Lane Learning Resources Centre
Main Shelves
006.31 MIT (Browse shelf(Opens below)) Available 6000479424
Two Week Loan Two Week Loan College Lane Learning Resources Centre
Main Shelves
006.31 MIT (Browse shelf(Opens below)) Available 6000479415
Two Week Loan Two Week Loan College Lane Learning Resources Centre
Main Shelves
006.31 MIT (Browse shelf(Opens below)) Available 6000310597
Two Week Loan Two Week Loan College Lane Learning Resources Centre
Main Shelves
006.31 MIT (Browse shelf(Opens below)) Available 6000310612
Two Week Loan Two Week Loan College Lane Learning Resources Centre
Main Shelves
006.31 MIT (Browse shelf(Opens below)) Available 6000310630
Two Week Loan Two Week Loan College Lane Learning Resources Centre
Main Shelves
006.31 MIT (Browse shelf(Opens below)) Available 6000310588
Not For Loan Not For Loan College Lane Learning Resources Centre
Main Shelves
006.31 MIT (Browse shelf(Opens below)) Not for loan 6000310579
Total holds: 0

Enhanced descriptions from Syndetics:

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.

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