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Table 6 Independent test accuracy based on different classifiers

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

Classifier SN (%) SP (%) (SN + SP)/2 (%) MCC
HS3D-train1:1 HS3D-train1:135 HS3D-train1:1 HS3D-train1:135 HS3D-train1:1 HS3D-train1:135 HS3D-train1:1 HS3D-train1:135
RF 94.77 16.58 91.31 99.87 93.04 58.23 0.862 0.297
ANN 91.58 12.06 91.83 99.91 91.71 55.98 0.834 0.248
RVKDE 96.23 23.37 88.82 99.50 92.53 61.43 0.853 0.353
χ2-DT 93.09 93.97 91.58 92.71 92.34 93.34 0.847 0.867