%?基于Gauss窗估計的貝葉斯分類器

%?貝葉斯分類器
function?post?=?bayes_guass（hpre_xpre_ytrain_ftrain_ctest_f）??
????post_x?=?@（xy）parzen_gauss（xytrain_ftrain_ch‘F‘）*pre_x;
????post_y?=?@（xy）parzen_gauss（xytrain_ftrain_ch‘M‘）*pre_y;
????px?=?arrayfun（post_xtest_f（:1）test_f（:2））;
????py?=?arrayfun（post_ytest_f（:1）test_f（:2））;
????post?=?num2str（zeros（length（test_f（:1））1））;
????post（px?>=?py）?=?‘F‘;
????post（px?end

%?Gauss窗函數(shù)
function?density?=?parzen_gauss（xytrain_ftrain_chw）
????N?=?length（train_c（train_c?==?w））;
????train_wf?=?train_f（train_c?==?w:）;
????hn?=?h/sqrt（N）;
????di?=?@（x0y0）sum（arrayfun（@（xiyi）1/（2*pi*hn^2）*exp（-（（（x0-xi）^2+（y0-yi）^2））/（2*hn^2））train_wf（:1）train_wf（:2）））/（N*hn^2）;
????density?=?di（xy）;
end

?屬性????????????大小?????日期????時間???名稱
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?????文件?????338519??2012-06-08?15:39??parzen窗\parzen二維.rar

?????文件????????805??2011-12-19?23:47??parzen窗\parzen窗\bayes_guass.m

?????文件???????1494??2011-12-19?23:47??parzen窗\parzen窗\bayes_rect.m

?????文件???????1167??2012-05-17?16:37??parzen窗\parzen窗\classifier.m

?????文件???????3300??2011-12-19?23:47??parzen窗\parzen窗\dataset1.txt

?????文件???????1249??2011-12-19?23:47??parzen窗\parzen窗\dataset2.txt

?????文件????????906??2011-12-19?23:47??parzen窗\parzen窗\dataset3.txt

?????目錄??????????0??2012-06-05?15:06??parzen窗\parzen窗

?????目錄??????????0??2012-06-08?15:39??parzen窗

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