From: LogD7.4 prediction enhanced by transferring knowledge from chromatographic retention time, microscopic pKa and logP
Task
Model
RMSE
MAE
R2
logD7.4
RTlogD
0.923
0.694
0.550
w/o RT*
0.996
0.731
0.476
w/o microscopic pKa
0.997
0.734
0.475
w/o RT and microscopic pKa
1.046
0.758
0.422
w/o logP
0.952
0.717
0.521