Machine Learning

Tom M. Mitchell

ISBN 10: 0070428077 / ISBN 13: 9780070428072

Editore: McGraw-Hill Education, 1997

Riguardo questo articolo

Fairly worn, but readable and intact. If applicable: Dust jacket, disc or access code may not be included.

Codice articolo 3IIJZF0020E9_ns

Dati bibliografici

• Titolo: Machine Learning
• Editore: McGraw-Hill Education
• Data di pubblicazione: 1997
• Lingua: Inglese
• ISBN 10: 0070428077
• ISBN 13: 9780070428072
• Rilegatura: Rilegato
• Condizione: acceptable

Descrizione articolo

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.