Table 3 PseAAC Feature extraction framework on the ACP240 and ACP740.

From: Extended dipeptide composition framework for accurate identification of anticancer peptides

Classifier

dataset

Accuracy

Sensitivity

Specificity

Precision

F1-Score

SVM

ACP240

0.80

0.80

0.81

0.80

0.81

ACP740

0. 91

0.90

0.91

0.91

0. 90

DT

ACP240

0.77

0.76

0.78

0.77

0.76

ACP740

0.74

0.73

0.74

0.74

0.73

RF

ACP240

0.84

0.85

0.84

0.84

0.84

ACP740

0.82

0.83

0.82

0.82

0.83

KNN

ACP240

0.73

0.72

0.74

0.73

0.73

ACP740

0.72

0.71

0.74

0.73

0.72

  1. Significant values are in bold.