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Table 4 Sampling method: performance comparison

From: Supervised learning for infection risk inference using pathology data

   AUCROC AUCPRB SENS SPEC
RANDU GNB 0.763 0.871 0.533 0.992
  DTC 0.798 0.891 0.601 0.993
  RFC 0.791 0.892 0.583 0.993
  SVM 0.792 0.894 0.593 0.991
RANDO GNB 0.742 0.860 0.482 0.991
  DTC 0.810 0.876 0.688 0.932
  RFC 0.801 0.901 0.617 0.990
  SVM 0.753 0.872 0.523 0.991
SMOTE GNB 0.814 0.872 0.725 0.903
  DTC 0.779 0.881 0.636 0.963
  RFC 0.818 0.876 0.725 0.909
  SVM 0.830 0.884 0.747 0.912