lookback_72h_hist_gradient_boosting

Algorithm	Horizon	Accuracy	Bal Acc	Edge	Rows	Up Rate	Feature/Notes
lookback_72h_hist_gradient_boosting	1m	0.5156	0.5281	0.0278	640	0.4813	non-linear tabular benchmark (lookback=72h, rows=4267)
lookback_72h_hist_gradient_boosting	2m	0.5203	0.5338	0.0372	640	0.475	non-linear tabular benchmark (lookback=72h, rows=4267)
lookback_72h_hist_gradient_boosting	3m	0.5500	0.5376	0.0551	640	0.5156	non-linear tabular benchmark (lookback=72h, rows=4267)
lookback_72h_hist_gradient_boosting	4m	0.5109	0.4872	0.0144	640	0.525	non-linear tabular benchmark (lookback=72h, rows=4267)
lookback_72h_hist_gradient_boosting	5m	0.5484	0.5325	0.0527	640	0.5281	non-linear tabular benchmark (lookback=72h, rows=4267)
lookback_72h_hist_gradient_boosting	10m	0.5164	0.5003	0.0007	639	0.518	non-linear tabular benchmark (lookback=72h, rows=4267)
lookback_72h_hist_gradient_boosting	15m	0.5204	0.5001	0.0058	638	0.5251	non-linear tabular benchmark (lookback=72h, rows=4267)
lookback_72h_hist_gradient_boosting	30m	0.5865	0.5078	0.0467	636	0.5896	non-linear tabular benchmark (lookback=72h, rows=4267)
lookback_72h_hist_gradient_boosting	1h	0.5870	0.5056	0.0712	632	0.5886	non-linear tabular benchmark (lookback=72h, rows=4267)
lookback_72h_hist_gradient_boosting	2h	0.6148	0.5048	0.1032	623	0.6212	non-linear tabular benchmark (lookback=72h, rows=4267)
lookback_72h_hist_gradient_boosting	4h	0.8198	0.7065	0.2927	605	0.7471	non-linear tabular benchmark (lookback=72h, rows=4267)
lookback_72h_hist_gradient_boosting	8h	0.7909	0.5000	0.2314	569	0.7909	non-linear tabular benchmark (lookback=72h, rows=4267)