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Surrogate Modeling on Cogni-e-Spin Dataset biased sampling

0.43R^2

CoSTCo

Updated 4d ago

Evaluation Results

Method	Links
CoSTCo 2026.02		0.43	0.12	0.17	1.19
RF 2026.02		0.38	0.12	0.18	1.13
XGBoost 2026.02		0.38	0.12	0.18	0.95
CatBoost 2026.02		0.36	0.13	0.18	1.17
NeAT 2026.02		0.34	0.14	0.18	1.39
LR 2026.02		0.24	0.15	0.2	1.38
CPD-S 2026.02		-0.02	0.16	0.23	1.28
MLP 2026.02		-0.05	0.18	0.23	1.66
GP 2026.02		-0.21	0.16	0.25	1.17
CPD 2026.02		-0.79	0.22	0.3	0.86