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Regression on InsurTech (test)
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0.56
Gini
LightGBM
0.456
0.483
0.51
0.537
Apr 29, 2026
Gini
PE
RMSE
MAE
Updated 1mo ago
Evaluation Results
Method
Method
Links
Gini
PE
RMSE
MAE
LightGBM
2026.04
0.56
-0.26
3,305.85
394.56
FCorrTransformer
Regularization=None
2026.04
0.54
-0.26
3,306.11
396.06
FCorrTransformer + CAR
Regularization=CAR
2026.04
0.5
-0.28
3,310.45
398.99
FT-Transformer
Regularization=None
2026.04
0.46
-0.32
3,311.66
407.21
FT-Transformer + CAR
Regularization=CAR
2026.04
0.46
-0.26
3,311.97
398.05
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