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. 2024 Mar 14;14:6177. doi: 10.1038/s41598-024-56448-w

Table 8.

Test of robustness -Panel A.

RIs2(1) MAEoos (2) MSEoos (3) MedAEoos(4) EVSoos(5)
Multiple linear regression 0.2752 8.0982 100.9673 7.0795 0.2755
LASSO 0.2114 8.6559 109.9853 7.6287 0.2122
GBR 0.4493 7.0167 76.7933 5.8422 0.4496
RFR 0.5140 6.5405 67.7841 5.4184 0.5150
LightGBM 0.9092 4.968 41.059 3.999 0.739
XGBoost 0.9817 5.156 44.842 4.168 0.716