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%%%%支持向量分類主函數(shù)?2018年6月11日22:45:24
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function?svm_main
clear?all;
clc;
functionname=‘svm_main‘;
functiondir=which（functionname）;
functiondir=functiondir（1:end-length（functionname）-2）;%截取當前目錄
addpath（[functiondir?‘SubFunctions‘]）
C?=?10;
kertype?=?‘rbf‘;
A=load（‘data/heartill.txt‘）;
[n?m]=size（A）;
index=load（‘data/heartnum.txt‘）;

fprintf（‘【SVM?train?start!】\n‘）;
???
X=A（1:ceil（n*0.7）1:m-1）‘;
Y=index（1:ceil（n*0.7）1）;
YY=int2bin（Y）;
svm?=?svmTrain（XYY‘kertypeC）;

fprintf（‘【SVM?test?start!】\n‘）;
U=A（ceil（n*0.7）+1:n1:m-1）‘;
V=index（ceil（n*0.7）+1:n1）;
VV=int2bin（V）;
svmTest（svmUVV‘kertype）;

?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????目錄???????????0??2018-06-12?00:13??SVM201806\
?????文件?????????754??2018-06-12?00:13??SVM201806\svm_main.m
?????目錄???????????0??2018-06-12?00:07??SVM201806\SubFunctions\
?????文件?????????735??2018-06-11?23:45??SVM201806\SubFunctions\svmTrain.m
?????文件?????????553??2018-06-12?00:00??SVM201806\SubFunctions\svmTest.m
?????文件?????????453??2018-06-11?23:46??SVM201806\SubFunctions\kernel.m
?????文件?????????304??2018-06-11?23:41??SVM201806\SubFunctions\int2bin.m
?????目錄???????????0??2018-06-12?00:07??SVM201806\data\
?????文件????????1437??2018-06-12?04:13??SVM201806\data\heartnum.txt
?????文件??????367058??2018-06-12?04:18??SVM201806\data\heartill.txt