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The code implements a probabilstic Neuraol network for classification problems trained with a Leave One Out Cross Validation Scheme in Matlab (version 7 or above). The following toolboxes are required: statidtics, optimization and neural networks.
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一个交叉验证的matlab源码,语句简单,清楚,易修改,好实现-Matlab source code, a cross-validation statement is simple, clear, easy to modify, good to achieve
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采用SVM高斯核,对样本进行分类,输入训练集和测试集,输出SVM分类准确率,采用10折交叉验证(This matlab code uses the SVM(support Vector Machine)to classify, and as the same time it uses the cross validation mathod.)
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本程序为广义交叉验证(GCV)的matlab代码,在一些场合有比交叉验证(OCV)更好的特性(This program is a generalized cross validation (GCV) matlab code, in some cases than cross validation (OCV) better characteristics)
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