Machine Learning

Name: Machine Learning
Availability: InStock
ISBN: 9780070428072

ISBN-10: 0070428077

ISBN-13: 9780070428072

Edition: 1997

Authors: Thomas Mitchell

List price: $297.67

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Mitchell covers the field of machine learning, the study of algorithms that allow computer programs to automatically improve through experience and that automatically infer general laws from specific data.

Book details

List price: $297.67
Copyright year: 1997
Publisher: McGraw-Hill Education
Publication date: 3/1/1997
Binding: Hardcover
Pages: 432
Size: 6.50" wide x 10.00" long x 0.75" tall
Weight: 1.606



Preface


Acknowledgments



Introduction



Concept Learning and the General-to-Specific Ordering



Decision Tree Learning



Artificial Neural Networks



Evaluating Hypotheses



Bayesian Learning



Computational Learning Theory



Instance-Based Learning



Genetic Algorithms



Learning Sets of Rules



Analytical Learning



Combining Inductive and Analytical Learning



Reinforcement Learning


Appendix: Notation


Author Index


Subject Index