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most citedAFS-BM: Enhancing Model Performance through Adaptive Feature Selection with Binary Masking

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cs.LG2024

Binary Feature Mask Optimization for Feature Selection

Mehmet E. Lorasdagi, Mehmet Y. Turali, Suleyman S. Kozat

We investigate feature selection problem for generic machine learning models. We introduce a novel framework that selects features considering the outcomes of the model. Our framew…

cs.LG2024★ 1 cited

AFS-BM: Enhancing Model Performance through Adaptive Feature Selection with Binary Masking

Mehmet Y. Turali, Mehmet E. Lorasdagi, Ali T. Koc +1

We study the problem of feature selection in general machine learning (ML) context, which is one of the most critical subjects in the field. Although, there exist many feature sele…