Machine Learning - Rilegato

Mitchell, Thomas

 
9780070428072: Machine Learning

Sinossi

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.

Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.

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.

Product Description

Book by Tom M Mitchell

Le informazioni nella sezione "Su questo libro" possono far riferimento a edizioni diverse di questo titolo.

Altre edizioni note dello stesso titolo

9780071154673: Machine learning

Edizione in evidenza

ISBN 10:  0071154671 ISBN 13:  9780071154673
Casa editrice: McGraw-Hill Education, 2019
Brossura