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Table 5 Independent test accuracy based on imbalanced and balanced decision tables

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

Training set SN (%) SP (%) (SN + SP)/2 (%) MCC
imbal bal imbal bal imbal bal imbal bal
HS3D-train1:1 93.09 93.09 91.58 91.58 92.34 92.34 0.847 0.847
HS3D-train1:10 81.53 94.35 96.36 91.08 89.51 92.71 0.788 0.855
HS3D-train1:20 78.14 93.59 96.98 92.46 87.56 93.03 0.765 0.861
HS3D-train1:50 76.76 94.22 96.98 92.34 86.87 93.28 0.753 0.866
HS3D-train1:135 68.84 93.97 97.61 92.71 83.23 93.34 0.694 0.867
  1. imbal. Denotes imbalanced decision table and bal. denotes balanced decision table