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Table 4 Comparison with ablated models on T-data

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

  1. *w/o denotes “without”