資源簡介
SVM支持向量機,MATLAB代碼程序。可直接運行。

代碼片段和文件信息
function?K?=?kernel(XYtypeC)??
K?=?X*Y‘;
if(nargin>=3)
???switch?type
???????case?2
???????????a=?C(1);
???????????b=C(2);
???????????p=C(3);?
???????????K?=?(b*K+a).^p;
???????case?3
????????????X2?=?sum(X.*X2);%每一行求和
????????????Y2?=?sum(Y.*Y2);??
????????????XY?=?X*Y‘;??
????????????K?=?-C*abs(repmat(X2[1?size(Y21)])?+?repmat(Y2‘[size(X21)?1])?-?2*XY);??
????????????K?=?exp(K);
???end
end
????
end??
?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????文件?????????949??2019-05-26?17:55??SVM\data.mat
?????文件????????1531??2018-06-23?22:12??SVM\ex2data1.txt
?????文件?????????437??2018-06-26?08:43??SVM\kernel.m
?????文件?????????263??2018-06-25?17:33??SVM\plotData.m
?????文件?????????193??2018-06-25?17:37??SVM\predict.m
?????文件?????????309??2018-06-26?08:48??SVM\svm_learn.m
?????文件????????1286??2018-06-26?10:45??SVM\SVM_main.m
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