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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