Skip to main content
. 2022 Dec 1;10(12):746. doi: 10.3390/toxics10120746

Table 2.

Statistical parameters of SVR_A and SVR_B models.

Parameters Regression Model Ensemble Model
SVR_A SVR_B
No. of descriptors 11 8 _
R2 (training) 0.83 0.81 0.88
RMSE (training) 0.111 0.127 0.093
MAE (training) 0.221 0.226 0.199
MAECV(5-Fold) 0.484 0.486 0.480
R2 (test) 0.92 0.85 0.95
RMSE (test) 0.056 0.096 0.041
MAE (test) 0.191 0.250 0.155
CCC (test) 0.968 0.946 0.978
R2 (external test) 0.74 0.88 0.92
RMSE (external test) 0.132 0.123 0.061
MAE (external test) 0.320 0.319 0.202
CCC (external test) 0.898 0.931 0.961
QF12 0.945 0.906 0.960
QF22 0.943 0.903 0.958
rm2 0.510 0.536 0.560
k 0.955 0.981 0.975
k 1.041 1.007 1.021