Machine Learning
Mitchell, Tom M.
ISBN 10: 0071154671 ISBN 13: 9780071154673
Editore: McGraw-Hill Education, 1997
Usato
Brossura
Da
Better World Books, Mishawaka, IN, U.S.A.
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Descrizione:
Pages intact with minimal writing/highlighting. The binding may be loose and creased. Dust jackets/supplements are not included. Stock photo provided. Product includes identifying sticker. Better World Books: Buy Books. Do Good. Codice articolo 9726127-6
Riassunto:
This book covers the field of machine learning, which is the study of algorithms that allow computer programs to automatically improve through experience. The book is intended to support upper level undergraduate and introductory level graduate courses in machine learning.
Contenuti:
Chapter 1. Introduction
Chapter 2. Concept Learning and the General-to-Specific Ordering
Chapter 3. Decision Tree Learning
Chapter 4. Artificial Neural Networks
Chapter 5. Evaluating Hypotheses
Chapter 6. Bayesian Learning
Chapter 7. Computational Learning Theory
Chapter 8. Instance-Based Learning
Chapter 9. Inductive Logic Programming
Chapter 10. Analytical Learning
Chapter 11. Combining Inductive and Analytical Learning
Chapter 12. Reinforcement Learning.
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Dati bibliografici
Titolo: Machine Learning
Casa editrice: McGraw-Hill Education
Data di pubblicazione: 1997
Legatura: Brossura
Condizione: Good