2024
DOI: 10.3390/pr12020313
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A Hybrid Feature-Selection Method Based on mRMR and Binary Differential Evolution for Gene Selection

Kun Yu,
Wei Li,
Weidong Xie
et al.

Abstract: The selection of critical features from microarray data as biomarkers holds significant importance in disease diagnosis and drug development. It is essential to reduce the number of biomarkers while maintaining their performance to effectively minimize subsequent validation costs. However, the processing of microarray data often encounters the challenge of the “curse of dimensionality”. Existing feature-selection methods face difficulties in effectively reducing feature dimensionality while ensuring classifica… Show more

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