Cover image for Utility-based learning from data
Title:
Utility-based learning from data
Author:
Friedman, Craig, author.
ISBN:
9780429141928
Physical Description:
1 online resource (417 pages).
Series:
Machine learning & pattern recognition series

Machine learning & pattern recognition series.
Contents:
chapter 1 Introduction -- chapter 2 Mathematical Preliminaries -- chapter 3 The Horse Race -- chapter 4 Elements of Utility Theory -- chapter 5 The Horse Race and Utility -- chapter 6 Select Methods for Measuring Model Performance -- chapter 7 A Utility-Based Approach to Information Theory -- chapter 8 Utility-Based Model Performance Measurement -- chapter 9 Select Methods for Estimating Probabilistic Models -- chapter 10 A Utility-Based Approach to Probability Estimation -- chapter 11 Extensions -- chapter 12 Select Applications.
Subject Term:
Machine learning.
Added Author:
Sandow, Sven.
Electronic Access:
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 E-Book 547014-1001 Q325.5 .F75 2010
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