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Table 2 Classification accuracies achieved using BioHEL with and without also using the RGIFE heuristic.

From: A machine learning heuristic to identify biologically relevant and minimal biomarker panels from omics data

Classifier

BioHEL, no feature reduction

RGIFE+BioHEL

 

TPR

TNR

TPR

TNR

ProteinProphet

0.74

0.90

0.91

0.97

emPAI

0.57

0.81

0.96

0.99