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Table 3 Estimates of AUC-ROC and AUC-PR for the proposed approach and other considered approaches (non-redundant case)

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 0.946 0.947 0.947 0.945 0.946 0.868 0.76 0.675
(±0.0036) (±0.0035) (±0.0035) (±0.0036) (±0.0036) (±0.0054) (±0.0065) (±0.0069)
MDD 0.945 0.945 0.944 0.943 0.939 0.864 0.759 0.668
(±0.0037) (±0.0036) (±0.0036) (±0.0037) (±0.0039) (±0.0055) (±0.0066) (±0.0070)
MM1 0.940 0.940 0.937 0.937 0.937 0.863 0.749 0.666
(±0.0038) (±0.0038) (±0.0038) (±0.0038) (±0.0038) (±0.0055) (±0.0067) (±0.0070)
WMM 0.922 0.924 0.921 0.922 0.917 0.825 0.686 0.585
(±0.0045) (±0.0043) (±0.0042) (±0.0042) (±0.0044) (±0.0061) (±0.0070) (±0.0071)
SAE 0.944 0.944 0.944 0.943 0.944 0.867 0.761 0.673
(±0.0037) (±0.0037) (±0.0036) (±0.0037) (±0.0037) (±0.0054) (±0.0066) (±0.0069)
  1. A - Balanced, B- Imbalanced-I, C- Imbalanced-II, D- Imbalanced-III.
  2. The values inside the parentheses are the Standard Errors.