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Machine Learning by Thomas Mitchell (1997, Hardcover)

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About this product

Product Identifiers

PublisherMcgraw-Hill Education
ISBN-100070428077
ISBN-139780070428072
eBay Product ID (ePID)990689

Product Key Features

Number of Pages432 Pages
Publication NameMachine Learning
LanguageEnglish
Publication Year1997
SubjectProgramming / Algorithms, Mechanical
TypeTextbook
AuthorThomas Mitchell
Subject AreaComputers, Technology & Engineering
FormatHardcover

Dimensions

Item Height1.3 in
Item Weight32.6 Oz
Item Length9.5 in
Item Width6.6 in

Additional Product Features

Intended AudienceCollege Audience
LCCN97-007692
Dewey Edition21
IllustratedYes
Dewey Decimal006.3/1
Table Of ContentChapter 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.
SynopsisThis 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.
LC Classification NumberQ325.5.M58 1997

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