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Machine Learning (McGraw-Hill Serie..., Mitchell, Thoma

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Item specifics

Condition
Good: A book that has been read but is in good condition. Very minimal damage to the cover including ...
Book Title
Machine Learning (McGraw-Hill Series in Computer Science)
ISBN
0070428077
EAN
9780070428072
Date of Publication
1997-04-30
Release Title
Machine Learning (McGraw-Hill Series in Computer Science)
Artist
Mitchell, Thomas
Brand
N/A
Colour
N/A

About this product

Product Identifiers

Publisher
Mcgraw-Hill Education
ISBN-10
0070428077
ISBN-13
9780070428072
eBay Product ID (ePID)
990689

Product Key Features

Number of Pages
432 Pages
Publication Name
Machine Learning
Language
English
Publication Year
1997
Subject
Programming / Algorithms, Mechanical
Type
Textbook
Author
Thomas Mitchell
Subject Area
Computers, Technology & Engineering
Format
Hardcover

Dimensions

Item Height
1.3 in
Item Weight
32.6 Oz
Item Length
9.5 in
Item Width
6.6 in

Additional Product Features

Intended Audience
College Audience
LCCN
97-007692
Dewey Edition
21
Illustrated
Yes
Dewey Decimal
006.3/1
Table Of Content
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.
Synopsis
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.
LC Classification Number
Q325.5.M58 1997

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