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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