Machine Learning

Tom M. Mitchell

ISBN 10: 0070428077 / ISBN 13: 9780070428072

Editore: McGraw-Hill Education, 1997

Codice articolo mon0000313474

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.

Dati bibliografici

Titolo: Machine Learning
Casa editrice: McGraw-Hill Education
Data di pubblicazione: 1997
Legatura: hardcover
Condizione: Acceptable