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Statistical Pattern Recognition 2nd Edition

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nalino

nalino

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pattern recognition 2nd edition solution

Statistical Pattern Recognition, 2nd Edition
by Andrew R. Webb

amazon : /http://www.amazon.com/exec/obidos/tg/detail/-/0470845147/104-4960273-1155940?v=glance

Content
-----------
1 Introduction to statistical pattern recognition
2 Density estimation - parametric
3 Density estimation - nonparametric
4 Linear discriminant analysis
5 Nonlinear discriminant analysis - kernel methods
6 Nonlinear discriminant analysis - Projection methods
7 Tree-based methods
8 Performance
9 Feature selection and extraction
10 Clustering
11 Additional topics
A Measures of dissimilarity
B Parameter estimation
C Linear algebra
D Data
E Probability theory
 

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