Subfamily
NRPred-FS
iNR-PhysChem
NR-2L
ACC
MCC
ACC
MCC
ACC
MCC
NR1
0.99
0.87
0.88
NR2
0.95
0.93
0.85
NR3
1.00
0.95
0.86
NR4
1.00
0.84
0.70
NR5
0.91
0.91
0.86
NR6
1.00
1.00
1.00
NR0
0.91
0.81
0.86
Overall
0.97
0.91
0.87
Table 5:
Comparison of the prediction results among
NRPred-FS, iNR-PhysChem
and
NR-2L
in identifying the subfamilies of NRs by the LOOCV on the old dataset.