模式识别-剪辑近邻法我要分享

Pattern recognition clip nearest neighbor method

识别 模式 近邻 剪辑

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开发平台: matlab

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代码描述

中文说明:此方法为两类剪辑近邻法,将两类不可分样本剪辑成可分样本,可作为最近邻法的训练样本。方法的第一步是利用已知样本集中的样本进行预分类,并剪辑掉错分的样本,留下的样本构成剪辑样本集;第二步是利用剪辑样本集和近邻规则对未知样本x进行分类。注意:本程序仅是对样本进行剪辑,没有对考试样本进行分类。


English Description:

This method is the two type of clip nearest neighbor method, the two kinds of non separable samples can be divided into sub samples, which can be used as the training sample of the nearest neighbor method. Method. In the first step is using the known sample sample pre classification, and cut off the wrong sub samples, leave the sample composition clip sample set; the second step is to use clips sample set and the nearest neighbor rule of unknown sample X are classified. Note: this procedure is only for samples of the clip, not on the test samples for classification.


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