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Machine Learning

Machine Learning - 97 edition

Machine Learning - 97 edition

ISBN13: 9780070428072

ISBN10: 0070428077

Machine Learning by Tom M. Mitchell - ISBN 9780070428072
Edition: 97
Copyright: 1997
Publisher: McGraw-Hill Publishing Company
Published:
International: No
Machine Learning by Tom M. Mitchell - ISBN 9780070428072

ISBN13: 9780070428072

ISBN10: 0070428077

Edition: 97

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Summary

The broad basics covers the concepts and techniques that contribute to the field of machine learning. Details the valuable logical components of decision tree learning as a useful technique to create logical conclusion of processes. Incorporates a variety of basic research from an array of computer scientists. Offers several alternative approaches to the subject.

Table of Contents

Table of Contents

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.