Abstract: Highlights•This paper offers DTMU, a filter feature selection method enhancing feature quality via unitization for improved properties.•DTMU is notably user-friendly, involving only two straightforward steps.•This paper substantiates, through numerical experiments, that DTMU stands as an advanced and effective method.
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