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stat.ML2024
Feature Selection via Robust Weighted Score for High Dimensional Binary Class-Imbalanced Gene Expression Data
Zardad Khan, Amjad Ali, Saeed Aldahmani
In this paper, a robust weighted score for unbalanced data (ROWSU) is proposed for selecting the most discriminative feature for high dimensional gene expression binary classificat…
stat.ML2023★ 1 cited
A Random Projection k Nearest Neighbours Ensemble for Classification via Extended Neighbourhood Rule
Amjad Ali, Muhammad Hamraz, Dost Muhammad Khan +2
Ensembles based on k nearest neighbours (kNN) combine a large number of base learners, each constructed on a sample taken from a given training data. Typical kNN based ensembles de…