gmmbayestb-v0.1.tar
所属分类：Linux/Unix编程
开发工具：matlab
文件大小：20KB
下载次数：68
上传日期：2009-06-22 17:53:54
上 传 者：
klrfpaul
说明： This package contains Matlab m-files for learning finite Gaussian mixtures from sample data and performing data classification with Mahalanobis distance or Bayesian classifiers. Each class in training set is learned individually with one of the three variations of the Expectation Maximization algorithm: the basic EM algorithm with covariance fixing, the Figueiredo-Jain clustering algorithm and the greedy EM algorithm.
The basic EM and FJ algorithms can handle complex valued data directly, the greedy EM algorithm cannot.
文件列表:
gmmbayestb-v0.1 (0, 2004-02-25)
gmmbayestb-v0.1\Contents.m (4370, 2004-02-25)
gmmbayestb-v0.1\bayes_struct.txt (646, 2004-02-25)
gmmbayestb-v0.1\cmvnpdf.m (6392, 2004-02-25)
gmmbayestb-v0.1\covfixer2.m (1918, 2004-02-25)
gmmbayestb-v0.1\gmmb.m (1289, 2004-02-25)
gmmbayestb-v0.1\gmmb_classify.m (2361, 2003-12-10)
gmmbayestb-v0.1\gmmb_create.m (2524, 2003-08-29)
gmmbayestb-v0.1\gmmb_demo01.m (4090, 2004-02-20)
gmmbayestb-v0.1\gmmb_em.m (3931, 2004-02-19)
gmmbayestb-v0.1\gmmb_fj.m (7140, 2003-09-18)
gmmbayestb-v0.1\gmmb_gem.m (1934, 2004-02-19)
gmmbayestb-v0.1\gmmb_pdf.m (556, 2004-02-25)
gmmbayestb-v0.1\gmmbvl_demo1d.m (1258, 2004-02-25)
gmmbayestb-v0.1\gmmbvl_demo2d.m (1258, 2004-02-25)
gmmbayestb-v0.1\gmmbvl_ellipse.m (3738, 2004-02-25)
gmmbayestb-v0.1\gmmbvl_em.m (4069, 2004-02-25)
gmmbayestb-v0.1\gmmbvl_em_gauss.m (1041, 2004-02-25)
gmmbayestb-v0.1\gmmbvl_em_init_km.m (1423, 2004-02-25)
gmmbayestb-v0.1\gmmbvl_em_step.m (2226, 2004-02-25)
gmmbayestb-v0.1\gmmbvl_em_step_partial.m (1013, 2004-02-25)
gmmbayestb-v0.1\gmmbvl_kmeans.m (3885, 2004-02-25)
gmmbayestb-v0.1\gmmbvl_mixgen.m (1639, 2004-02-25)
gmmbayestb-v0.1\gmmbvl_plot2.m (72, 2004-02-25)
gmmbayestb-v0.1\gmmbvl_rand_split.m (2860, 2004-02-25)
gmmbayestb-v0.1\gmmbvl_sqdist.m (395, 2004-02-25)
gmmbayestb-v0.1\newgmmb.m (948, 2004-02-25)
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