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Regression on MPG

2.386RMSEBayesian TPNN
2.331522.699263.0673.43474Sep 3, 2025Sep 7, 2025Sep 12, 2025Sep 17, 2025Sep 21, 2025Sep 26, 2025Oct 1, 2025

Evaluation results

MethodLinks
Bayesian TPNNModel interpretability=Interpretable model2025.102.386
ANOVA-BART2025.092.486
XGBModel interpretability=Blackbox model2025.102.531
ANOVA TPNNModel interpretability=Interpretable model2025.102.623
BARTModel interpretability=Blackbox model2025.102.699
BART2025.092.699
NAMModel interpretability=Interpretable model2025.102.755
NAM2025.092.755
mBNNModel interpretability=Blackbox model2025.102.897
MARS2025.093.019
SSANOVA2025.093.091
LinearModel interpretability=Interpretable model2025.103.748