Method
|
Recall
|
Precision
|
F-measure (β = 1)
|
AUC
|
P-value
|
---|
IDSV
|
0.765 ± 0.000
|
0.781 ± 0.022
|
0.772 ± 0.011
|
0.868 ± 0.008
|
*
|
CADD
|
0.320 ± 0.000
|
0.760 ± 0.041
|
0.450 ± 0.007
|
0.698 ± 0.018
|
9.452e-07
|
FATHMM-MKL
|
0.712 ± 0.000
|
0.660 ± 0.026
|
0.685 ± 0.014
|
0.753 ± 0.019
|
0.0007962
|
SilVA
|
0.490 ± 0.000
|
0.977 ± 0.017
|
0.653 ± 0.004
|
0.844 ± 0.017
|
3.211e-05
|
DDIG-SN
|
0.298 ± 0.000
|
0.996 ± 0.010
|
0.459 ± 0.001
|
0.853 ± 0.006
|
5.957e-07
|
TraP
|
0.575 ± 0.000
|
0.971 ± 0.012
|
0.723 ± 0.003
|
0.848 ± 0.043
|
0.001015
|
- The highest values are highlighted in bold. *Denotes the reference when calculating the P-value