Abstract:One widespread criterion used to evaluate feature selection techniques is the classifier performance of the selected features. Another criterion that has recently drawn attention in the feature selection community is the stability of feature selection techniques. Our study indicates that using feature selection techniques with different data characteristics may generate different subsets of features under variations to the training data. Our study motivation is that there are significant contributions in the r… Show more
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