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Table 9 10-fold cross accuracy based on comparisons with the short-window size-based methods

From: A high-performance approach for predicting donor splice sites based on short window size and imbalanced large samples

Method AUC-ROC(±SE) AUC-PR(±SE)
2796:2796 2796:5000 2796:10000 2796:15000 2796:2796 2796:5000 2796:10000 2796:15000
SAE 0.946 (±0.0031) 0.945 (±0.0031) 0.944 (±0.0030) 0.945 (±0.0030) 0.945 (±0.0031) 0.876 (±0.0045) 0.772 (±0.0055) 0.682 (±0.0059)
MEM 0.948 (±0.0031) 0.946 (±0.0031) 0.947 (±0.0030) 0.947 (±0.0030) 0.947 (±0.0031) 0.878 (±0.0045) 0.773 (±0.0055) 0.683 (±0.0059)
MDD 0.945 (±0.0031) 0.942 (±0.0032) 0.944 (±0.0030) 0.944 (±0.0030) 0.944 (±0.0031) 0.872 (±0.0046) 0.769 (±0.0055) 0.680 (±0.0059)
MM1 0.945 (±0.0031) 0.941 (±0.0032) 0.936 (±0.0032) 0.941 (±0.0031) 0.942 (±0.0032) 0.870 (±0.0046) 0.765 (±0.0056) 0.679 (±0.0060)
WMM 0.927 (±0.0036) 0.924 (±0.0036) 0.924 (±0.0035) 0.925 (±0.0034) 0.924 (±0.0037) 0.867 (±0.0046) 0.703 (±0.0060) 0.675 (±0.0060)
χ2-DT 0.965 (±0.0023) 0.969 (±0.0027) 0.971 (±0.0025) 0.971 (±0.0025) 0.953 (±0.0030) 0.932 (±0.0034) 0.879 (±0.0042) 0.856 (±0.0038)
  1. SE Standard error