About the 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.
About the Author :
Richard O. Duda is Professor in the Electrical Engineering Department at San Jose State University, San Jose, California.Peter E. Hart is Chief Executive Officer and President of Ricoh Innovations, Inc. in Menlo Park, California.David G. Stork is Chief Scientist, also at Ricoh Innovations, Inc.
Interesting Facts :
The bookProvides an inexpensive MATLAB toolbox for the main algorithms in pattern classificationContains all the algorithms in Pattern Classification, 2E as well as supporting algorithms for data generation and visualizationUses the same terminology as Patten Classification, 2eContains step-by-step worked examplesAccompanied by software containing all algorithms in Pattern Classification, 2e, indexed to that best-selling titleSoftware code is self-annotating so users can easily navigate, understand, and modify the code
Bayesian Decision TheoryMaximum-Likelihood and Bayesian Parameter EstimationNonparametric TechniquesLinear Discriminant FunctionsMultilayer Neural NetworksStochastic MethodsNonmetric MethodsAlgorithm-Independent Machine LearningUnsupervised Learning and ClusteringAppendixIndex