Table 9 Error measurement values by RFA.

From: Predictive modeling of asthma drug properties using machine learning and topological indices in a MATLAB based QSPR study

Property

MAE

MSE

RMSE

\(\hbox {R}^{2}\)

BP

19.363

1181.416

34.372

0.9

VP

0.289

0.14

0.375

0.925

EV

2.007

19.022

4.361

0.93

FP

14.195

420.045

20.495

0.926

MR

6.389

82.416

9.078

0.944

C

43.942

3341.588

57.806

0.964

LogP

0.655

1.258

1.121

0.799

Pol

2.432

9.502

3.082

0.959

MV

14.466

415.735

20.39

0.963

MW

23.011

1649.159

40.61

0.901

Back to article page