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Table 3 Comparison of PTPD with state-of-the-art methods on the HC dataset

From: PTPD: predicting therapeutic peptides by deep learning and word2vec

Method Sn(%) Sp(%) Acc(%) MCC AUC
PTPD 100 83.00 94.00 0.87 0.99
mACPpred [40] 97.00 77.00 85.00 0.72 0.96
MLACP (SVM)[12] 85.00 91.00 90.00 0.73 0.95
MLACP (RF)[12] 98.00 98.00 98.00 0.95 1.00
AntiCP (Model 1)[29] 98.00 5.00 40.00 0.06 0.75
AntiCP (Model 2)[29] 82.00 90.00 87.00 0.72 0.95