ROBUSTESSE VALIDATION

Val3/Val6/Val9/Val12 sur candidats transférables

28 configs. Chaque ligne est toujours sélectionnée par Val; le classement affiché utilise un diagnostic robuste: min(Val, Test) avec pénalité DD. Test reste reporting-only.

Configs28
Best robust55.93
Val/Test116.57/55.93
Best cfg1h_H36_k225_ridge_half_val9

Classement par transfert robuste

ConfigSeuilValTestminRobustTest gainTest DDTradesTPSLTimeout
1h_H36_k225_ridge_half / Val9m
1h H=36 k=2.25 ridge half
p80116.5755.9355.9355.9369.80%-9.25%21913.2%11.0%75.8%
6h_H4_k20_ridge_full / Val6m
6h H=4 k=2.0 ridge full
p9090.1614.7514.7513.8840.20%-16.96%8716.1%9.2%74.7%
1h_H36_k225_ridge_half / Val6m
1h H=36 k=2.25 ridge half
p6072.7412.4212.4211.9242.54%-20.08%25814.7%10.1%75.2%
6h_H4_k20_ridge_half / Val6m
6h H=4 k=2.0 ridge half
p9037.047.157.157.1520.29%-8.76%8716.1%9.2%74.7%
1h_H12_k225_ridge_half / Val3m
1h H=12 k=2.25 ridge half
p606.443.973.973.4332.21%-18.83%6639.8%8.1%82.1%
1h_H12_k225_ridge_half / Val6m
1h H=12 k=2.25 ridge half
p7048.381.861.860.4234.02%-21.44%57810.0%9.0%81.0%
1h_H36_k225_ridge_half / Val12m
1h H=36 k=2.25 ridge half
p9022.56-3.75-3.75-4.1817.68%-14.28%17914.5%14.0%71.5%
6h_H4_k225_ridge_half / Val6m
6h H=4 k=2.25 ridge half
p80-4.3718.46-4.37-4.3731.48%-8.68%14612.3%7.5%80.1%
6h_H4_k20_ridge_half / Val12m
6h H=4 k=2.0 ridge half
p6040.480.990.99-8.8845.79%-29.87%28112.8%10.0%77.2%
6h_H4_k225_ridge_half / Val3m
6h H=4 k=2.25 ridge half
p9021.05-13.84-13.84-13.8410.71%-16.37%8312.0%12.0%75.9%
2h_H12_k20_extratrees_full / Val6m
2h H=12 k=2.0 extratrees full
p7040.886.516.51-14.1950.53%-29.34%27512.4%10.2%77.5%
2h_H12_k20_extratrees_full / Val9m
2h H=12 k=2.0 extratrees full
p8084.9813.1013.10-17.5265.81%-35.14%23613.1%9.3%77.5%
6h_H4_k225_ridge_full / Val6m
6h H=4 k=2.25 ridge full
p80-16.4939.15-16.49-21.3564.37%-16.82%14612.3%7.5%80.1%
1h_H12_k225_ridge_half / Val9m
1h H=12 k=2.25 ridge half
p8014.52-19.58-19.58-23.8916.87%-24.30%5298.5%9.8%81.7%
6h_H4_k225_ridge_half / Val9m
6h H=4 k=2.25 ridge half
p8035.79-22.21-22.21-25.2412.34%-23.03%17410.9%12.6%76.4%
6h_H4_k20_ridge_full / Val12m
6h H=4 k=2.0 ridge full
p6077.4214.0314.03-25.4792.97%-52.62%28112.8%10.0%77.2%
6h_H4_k225_ridge_half / Val12m
6h H=4 k=2.25 ridge half
p60-13.02-14.90-14.90-26.8826.70%-27.74%27111.4%8.9%79.7%
6h_H4_k20_ridge_half / Val3m
6h H=4 k=2.0 ridge half
p9039.06-30.25-30.25-30.25-0.74%-19.68%7912.7%13.9%73.4%
1h_H36_k225_ridge_half / Val3m
1h H=36 k=2.25 ridge half
p7023.08-23.93-23.93-32.2918.61%-28.36%24414.3%12.3%73.4%
6h_H4_k20_ridge_half / Val9m
6h H=4 k=2.0 ridge half
p6030.13-27.91-27.91-33.5410.53%-25.63%27112.2%10.0%77.9%
6h_H4_k225_ridge_full / Val3m
6h H=4 k=2.25 ridge full
p9049.96-28.83-28.83-42.2518.48%-31.54%8312.0%12.0%75.9%
6h_H4_k225_ridge_full / Val9m
6h H=4 k=2.25 ridge full
p8086.24-46.07-46.07-76.2117.63%-42.46%17410.9%12.6%76.4%
6h_H4_k20_ridge_full / Val3m
6h H=4 k=2.0 ridge full
p9098.19-59.69-59.69-76.62-4.54%-36.77%7912.7%13.9%73.4%
2h_H12_k20_extratrees_full / Val3m
2h H=12 k=2.0 extratrees full
p70-50.1246.55-50.12-77.28105.73%-39.45%27714.1%8.7%77.3%
6h_H4_k225_ridge_full / Val12m
6h H=4 k=2.25 ridge full
p60-34.21-28.68-34.21-80.4945.67%-49.57%27111.4%8.9%79.7%
6h_H4_k20_ridge_full / Val9m
6h H=4 k=2.0 ridge full
p6057.21-58.78-58.78-94.7411.51%-46.85%27112.2%10.0%77.9%
1h_H12_k225_ridge_half / Val12m
1h H=12 k=2.25 ridge half
p6041.78-75.85-75.85-101.35-20.75%-36.74%6788.6%9.0%82.4%
2h_H12_k20_extratrees_full / Val12m
2h H=12 k=2.0 extratrees full
p8010.75-88.68-88.68-132.31-12.97%-50.47%24711.3%13.8%74.9%

Note

Le choix de seuil reste Validation-only. Le score robuste n'est pas utilisé pour sélectionner le seuil; il sert à comparer les configs après coup sans favoriser les overfits Val ou Test.