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. 2018 Feb 26;9:323. doi: 10.3389/fmicb.2018.00323

Table 3.

The performance of SVM based model on Antifp_Main dataset developed using binary profile/pattern of peptide segments obtained from terminals.

Parameter
Main Dataset
Validation Dataset
g c j Sen Spc Acc MCC ROC Sen Spc Acc MCC ROC
N5 0.5 1 2 76.07 81.66 78.86 0.58 0.86 81.16 81.25 81.21 0.62 0.87
N10 0.1 2 4 80.90 80.93 80.91 0.62 0.89 86.12 79.79 82.95 0.66 0.89
N15 0.1 1 2 82.63 82.40 82.52 0.65 0.89 86.57 81.20 83.90 0.68 0.90
C5 0.5 1 3 71.24 78.96 75.08 0.50 0.83 68.68 83.62 76.23 0.53 0.82
C10 0.1 2 2 76.99 78.67 77.84 0.56 0.86 75.36 80.43 77.92 0.56 0.84
C15 0.1 2 2 81.64 75.10 78.36 0.57 0.87 80.67 77.90 79.29 0.59 0.87
N5C5 0.1 4 2 82.02 76.59 79.20 0.59 0.87 87.55 80.49 83.88 0.68 0.90
N10C10 0.05 2 2 84.19 83.53 83.86 0.68 0.91 85.29 84.40 84.84 0.70 0.91
N15C15 0.05 1 3 85.55 84.23 84.88 0.70 0.92 85.39 83.90 84.64 0.69 0.92