From: Prediction of hot spots in protein–DNA binding interfaces based on supervised isometric feature mapping and extreme gradient boosting
Method
SEN
SPE
PRE
F1
ACC
MCC
AUC
LLE (10)
0.653
0.711
0.607
0.629
0.687
0.361
0.693
ISOMAP (10)
0.766
0.692
0.695
0.709
0.476
0.738
SLLE (3)
0.671
0.732
0.648
0.656
0.691
0.381
0.703
S-ISOMAP (3)
0.707
0.819
0.721
0.713
0.768
0.508
0.773