Abstract: By selecting a small subset of relevant features, feature selection can reduce the dimensionality of the problem while maintaining or increasing the discriminating ability of the data.

Abstract: Reducing the number of selected features and improving the classification performance are two major objectives in feature selection, which can be viewed as a multiobjective optimization ...

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