Overview of Pattern Classification, 2ed Book

The book provides an inexpensive MATLAB toolbox for the main algorithms in pattern classification. It contains supporting algorithms for data generation and visualization and contains step-by-step worked examples. Special Features The book ?ú Provides an inexpensive MATLAB toolbox for the main algorithms in pattern classification ?ú Contains all the algorithms in Pattern Classification, 2E as well as supporting algorithms for data generation and visualization ?ú Uses the same terminology as Patten Classification, 2e ?ú Contains step-by-step worked examples ?ú Accompanied by software containing all algorithms in Pattern Classification, 2e, indexed to that best-selling title ?ú Software code is self-annotating so users can easily navigate, understand, and modify the code Table of Content ?ú Bayesian Decision Theory ?ú Maximum-Likelihood and Bayesian Parameter Estimation ?ú Nonparametric Techniques ?ú Linear Discriminant Functions ?ú Multilayer Neural Networks ?ú Stochastic Methods ?ú Nonmetric Methods ?ú Algorithm-Independent Machine Learning ?ú Unsupervised Learning and Clustering Appendix Index

• Book Type :

Engineering

• Book Binding :

Paperback

• Language :

English

• Number of Pages :

676 pages

• ISBN - 10 :

8126511168

• Pattern Classification, 2ed Published On :

15-Jan-07

• Resource:

Textbooks, Engineering for Students and Professionals

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• Pattern Classification, 2ed Book is not for reading online or for free download in PDF or eBook format.
• Table of Contents,Index,Syllabus,summary and image of Pattern Classification, 2ed book may be of a different edition or of the same title.
• Price can change due to reprinting, price change by publisher or sourcing cost change for imported books.