From: BBB-PEP-prediction: improved computational model for identification of blood–brain barrier peptides using blending position relative composition specific features and ensemble modeling
Model
ACC
SEN
SPE
MCC
RF
0.776
0.748
0.804
0.552
ET
0.817
0.785
0.849
0.636
LGBM
0.816
0.809
0.823
0.633
XGB
0.8
0.802
0.797
0.600
Stacking (ET, XGB, LR)
0.828
0.808
0.832
0.657
Blended (LGBM, RF, LR)
0.795
0.599