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classifier chains 1explainable AI 1multi-label classification 1pathology test recommendation 1shap 1

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1 paper

cs.LG2026

MLPTR-CC: Multi-label Pathology Test Recommendation using Classifier Chains and SHAP

Abu Rafe Md Jamil, Nayan Malakar

The paper presents a multi‑label classification framework that recommends sets of pathology tests by modeling dependencies between tests with classifier chains and explains its pre…