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. 2024 May 6;40(5):btae305. doi: 10.1093/bioinformatics/btae305

Table 5.

Prediction outcomes using independent datasets.

Dataset Method Classifier Acc (%) Sen (%) Sp (%) MCC AUC
AVP105 Hybrid features + BTG Bagging 76.26 74.57 77.96 0.52 0.91
ETC 78.07 76.27 79.66 0.55 0.90
XGB 71.15 79.66 62.71 0.42 0.78
CatBoost 81.44 79.66 83.05 0.62 0.89
DNN 96.09 94.83 97.33 0.92 0.98
AVP111 Hybrid features + BTG Bagging 76.16 85.37 66.73 0.53 0.81
ETC 75.00 66.67 83.31 0.50 0.82
XGB 70.83 58.83 83.33 0.43 0.78
CatBoost 79.16 66.67 91.67 0.60 0.85
DNN 95.73 95.38 97.77 0.92 0.97