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The central criterion of feature selection is that good feature sets contain features that are highly correlated with the output, yet uncorrelated with each other. Based on this criterion, we address the problem of feature selection through correlation‐based feature clustering and support vector machine (SVM) based feature ranking. Correlation‐based clustering is proposed to group features into some...
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