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Table 6 Estimates of AUC-ROC and AUC-PR of different approaches executed using redundant test dataset

From: A statistical approach for 5′ splice site prediction using short sequence motifs and without encoding sequence data

  AUC-ROC AUC-PR
Approaches A B C D A B C D
MEM 0.948 0.946 0.947 0.947 0.947 0.878 0.773 0.683
(±0.0031) (±0.0031) (±0.0030) (±0.0030) (±0.0031) (±0.0045) (±0.0055) (±0.0059)
MDD 0.945 0.942 0.944 0.944 0.944 0.872 0.769 0.680
(±0.0031) (±0.0032) (±0.0030) (±0.0030) (±0.0031) (±0.0046) (0.0055) (±0.0059)
MM1 0.945 0.941 0.936 0.941 0.942 0.870 0.765 0.679
(±0.0031) (±0.0032) (±0.0032) (±0.0031) (±0.0032) (±0.0046) (±0.0056) (±0.0060)
WMM 0.927 0.924 0.924 0.925 0.924 0.867 0.703 0.675
(±0.0036) (±0.0036) (±0.0035) (±0.0034) (±0.0037) (±0.0046) (±0.0060) (±0.0060)
SAE 0.946 0.945 0.944 0.945 0.945 0.876 0.772 0.682
(±0.0031) (±0.0031) (±0.0030) (±0.0030) (±0.0031) (±0.0045) (±0.0055) (±0.0059)
  1. A- Balanced, B- Imbalanced-I, C- Imbalanced-II, D- Imbalanced-III.
  2. The values inside the parentheses are Standard Errors.