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. 2024 Jan 19;14(5):3186–3201. doi: 10.1039/d3ra07960k

Comparison of present QSPR models with the previously reported study.

No. Set n Descriptor generator Regression method R 2 train RMSD IIC CII Ref.
1 Training 92 Dragon and PaDEL MLR 0.879 72.1 32
Validation 91 0.832 91.7
Test 90 0.915 55.4
2 ActivTRN 68 CORAL package LR 0.885 62.7 0.658 0.928 Present work
PassTRN 58 0.900 70.8 0.677 0.943
Calib 54 0.904 51.6 0.951 0.944
Valid 90 0.931 54.4 0.770 0.955