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Table 4 Comparison of PTPD with state-of-the-art methods on the Neurotoxins dataset

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

Method Sn(%) Sp(%) Acc(%) MCC AUC
PTPD 98.00 94.00 96.00 0.92 0.93
q-FP [10] 99.03 98.00 98.40 0.94 1
VirulentPred [18] 96.00 16.00 56.00 - -
NTX-pred(FNN) [16] 89.65 78.78 84.19 0.69 -
NTX-pred(RNN) [16] 89.12 96.35 92.75 0.86 -
NTX-pred(SVM) [16] 96.32 97.22 97.72 0.94 -
AS [41] 92.00 1.00 96.00 0.92 0.99
2Gram [41] 1.00 90.91 95.00 0.91 1