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Particle Temperature Prediction on Particle Temperature and Velocity Prediction Dataset

0.86R2

Random Forest

Updated 1mo ago

Evaluation Results

Method	Links
Random Forest 2026.06		0.86	0.43	0.67	0.89
TabPFN 2026.06		0.86	0.52	0.74	0.9
Gradient Boosting 2026.06		0.85	0.43	0.7	0.9
TabPFN 2026.06		0.83	0.53	0.75	0.88
XGBoost 2026.06		0.82	0.4	0.72	0.88
Random Forest 2026.06		0.8	0.42	0.71	0.85
Random Forest 2026.06		0.79	0.41	0.63	0.79
TabPFN 2026.06		0.78	0.4	0.59	0.81
CNN 2026.06		0.78	0.33	0.58	0.79
Gradient Boosting 2026.06		0.77	0.36	0.65	0.87
Gradient Boosting 2026.06		0.75	0.35	0.54	0.75
XGBoost 2026.06		0.75	0.37	0.68	0.87
CNN 2026.06		0.73	0.3	0.45	0.68
XGBoost 2026.06		0.72	0.29	0.51	0.75
CNN 2026.06		0.71	0.32	0.44	0.66
TabPFN 2026.06		0.58	0.34	0.54	0.79
Random Forest 2026.06		0.51	0.23	0.4	0.63
XGBoost 2026.06		0.48	0.21	0.4	0.65
Gradient Boosting 2026.06		0.43	0.24	0.44	0.66
SVR 2026.06		0.34	0.27	0.43	0.57
SVR 2026.06		0.32	0.28	0.44	0.58
SVR 2026.06		0.24	0.27	0.42	0.57
SVR 2026.06		-0.06	0.21	0.38	0.51