. 2022 Sep 27;13:975855. doi: 10.3389/fphar.2022.975855

TABLE 4.

An overall comparison of the candidate models in terms of the MAE at a 95% confidence interval (CI) in the derivation cohort of the transformed dataset.

Candidate models	MAE in the training set	95% CI of MAE in the training set (+/-)	MAE in the test set	95% CI of MAE in the test set (+/-)
ETR	2.005×e⁻⁷	1.773×e⁻⁷	0.060	0.011
XGBR	0.008	0.001	0.066	0.011
RFR	0.025	0.001	0.066	0.008
BR	0.028	0.001	0.071	0.011
GBR	0.059	0.001	0.071	0.009
SVR	0.063	0.001	0.076	0.009
KNR	0.067	0.001	0.086	0.016
DTR	2.005×e⁻⁷	1.773×e⁻⁷	0.086	0.013
ABR	0.080	0.003	0.086	0.010
MLR	0.055	0.001	2.767×e⁺⁸	5.208×e⁺⁸