Wiley Series in Probability and Statistics - An Elementary Introduction to Statistical Learning Theory
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Published By John Wiley & Sons, Inc.

9781118023471, 9780470641835

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Introduction: Classification, Learning, Features, and Applications

Wiley Series in Probability and Statistics - An Elementary Introduction to Statistical Learning Theory ◽

10.1002/9781118023471.ch1 ◽

2011 ◽

pp. 1-9

Keyword(s):

Classification Learning

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Learning from Examples

Wiley Series in Probability and Statistics - An Elementary Introduction to Statistical Learning Theory ◽

10.1002/9781118023471.ch6 ◽

2011 ◽

pp. 55-64

Keyword(s):

Learning From Examples

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The Function Estimation Problem

Wiley Series in Probability and Statistics - An Elementary Introduction to Statistical Learning Theory ◽

10.1002/9781118023471.ch14 ◽

2011 ◽

pp. 144-149

Keyword(s):

Estimation Problem ◽

Function Estimation

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Infinite VC Dimension

Wiley Series in Probability and Statistics - An Elementary Introduction to Statistical Learning Theory ◽

10.1002/9781118023471.ch13 ◽

2011 ◽

pp. 137-143

Keyword(s):

Vc Dimension

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VC Dimension

Wiley Series in Probability and Statistics - An Elementary Introduction to Statistical Learning Theory ◽

10.1002/9781118023471.ch12 ◽

2011 ◽

pp. 125-136

Keyword(s):

Vc Dimension

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Author Index

Wiley Series in Probability and Statistics - An Elementary Introduction to Statistical Learning Theory ◽

10.1002/9781118023471.indauth ◽

2011 ◽

pp. 203-205

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Wiley Series in Probability and Statistics

Wiley Series in Probability and Statistics - An Elementary Introduction to Statistical Learning Theory ◽

10.1002/9781118023471.scard ◽

2011 ◽

pp. 211-219

Keyword(s):

Probability And Statistics

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The Nearest Neighbor Rule

Wiley Series in Probability and Statistics - An Elementary Introduction to Statistical Learning Theory ◽

10.1002/9781118023471.ch7 ◽

2011 ◽

pp. 65-73

Keyword(s):

Nearest Neighbor ◽

Nearest Neighbor Rule

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The Optimal Bayes Decision Rule

Wiley Series in Probability and Statistics - An Elementary Introduction to Statistical Learning Theory ◽

10.1002/9781118023471.ch5 ◽

2011 ◽

pp. 43-54

Keyword(s):

Decision Rule

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The Pattern Recognition Problem

Wiley Series in Probability and Statistics - An Elementary Introduction to Statistical Learning Theory ◽

10.1002/9781118023471.ch4 ◽

2011 ◽

pp. 34-42

Keyword(s):

Pattern Recognition ◽

Recognition Problem ◽

Pattern Recognition Problem

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