Pattern Classification读书介绍

人工智能,

Richard O. Duda      ISBN:9788126511167    原作名/别名:《》

Pattern Classification摘要

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. · bayesian decision theory · maximum-likelihood and bayesian parameter estimation · nonparametric techniques · linear discriminant functions · multilayer neural netwo...

作者简介

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. · bayesian decision theory · maximum-likelihood and bayesian parameter estimation · nonparametric techniques · linear discriminant functions · multilayer neural networks · stochastic methods · nonmetric methods · algorithm-independent machine learning · unsupervised learning and clustering

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