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ResearchFormerly WizWand

Regression on Allstate Claims Severity (nRMSE)

0.6489nRMSExRFM
0.6486280.6504640.65230.654136Aug 12, 2025
Updated 7mo ago

Evaluation results

MethodLinks
xRFMAveraging=5 train/test splits, Framework=pytabkit2025.080.6489
RealMLPAveraging=5 train/test splits, Framework=pytabkit2025.080.6495
CatBoostAveraging=5 train/test splits, Framework=pytabkit2025.080.651
LGBMAveraging=5 train/test splits, Framework=pytabkit2025.080.653
MLP-PLRAveraging=5 train/test splits, Framework=pytabkit2025.080.6537
ResNet-RTDLAveraging=5 train/test splits, Framework=pytabkit2025.080.6537
XGBAveraging=5 train/test splits, Framework=pytabkit2025.080.6547
MLP-RTDLAveraging=5 train/test splits, Framework=pytabkit2025.080.6557