Table 5 Five-fold cross validation results of the two-step models trained with the hybrid feature sets.

From: Identification of subtypes of anticancer peptides based on sequential features and physicochemical properties

Feature

Sen. (%)

Spec. (%)

Acc. (%)

BAcc. (%)

MCC

AAC + DPC

85.85 ± 0.66

85.45 ± 0.25

85.58 ± 0.36

85.65 ± 0.43

0.69 ± 0.01

AAC + DPC + PCP

86.05 ± 0.63

85.78 ± 0.25

85.87 ± 0.27

85.91 ± 0.34

0.70 ± 0.01

AAC + DPC + CKSAAP

86.18 ± 0.49

84.28 ± 0.29

84.91 ± 0.29

85.23 ± 0.33

0.68 ± 0.01

AAC + DPC + CKSAAP + PCP

86.03 ± 0.58

84.79 ± 0.27

85.20 ± 0.33

85.41 ± 0.38

0.68 ± 0.01

  1. Sen. Sensitivity, Spec. specificity, Acc. Accuracy, BAcc. balanced accuracy, MCC Matthews correlation coefficient. The values represent the mean and standard deviation of all measurements.
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