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Naz Gul

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Preprint Aug 2026

ARISE: An adaptive residual-informed stability ensemble for feature selection in small-sample biomedical omics

ARISE provides a transparent, adaptive framework that jointly addresses relevance, stability, redundancy, and multiclass discrimination and its consistent results across datasets, classifiers, metrics, and feature-set sizes support further evaluation for small-sample molecular classification.

Zardad Khan, Amjad Ali, Naz Gul et al. · 0 citations

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