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Table 4 The performance of 10 independent runs using BYK-TRN1102

From: SCMBYK: prediction and characterization of bacterial tyrosine-kinases based on propensity scores of dipeptides

 

Fitness

Training ACC (%)

Test ACC (%)

MCC

Sen.

Spe.

Threshold

#1

99.21

97.36

96.27

0.93

0.97

0.95

474

#2

99.24

97.55

96.55

0.93

0.97

0.96

475

#3

99.21

97.82

96.36

0.93

0.97

0.95

486

#4

99.08

97.73

96.82

0.94

0.98

0.95

485

#5

99.32

97.64

96.82

0.94

0.99

0.95

484

#6

99.16

97.36

96.00

0.92

0.99

0.93

460

#7

99.02

97.00

96.27

0.93

0.95

0.98

496

#8

98.94

97.18

96.18

0.92

0.98

0.95

470

#9

99.08

97.82

96.91

0.94

0.97

0.97

464

#10

99.20

97.55

96.73

0.93

0.96

0.98

468

AVEG

99.19

97.50

96.49

0.93

0.97

0.96

476.20

  1. The bold indicate the performances of SCMBYK