Upload results/benchmark_results.json

results/benchmark_results.json

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+{"config": {"max_rows": 50000, "budget": 5000.0, "T": 5000, "value_per_click": 50.0, "k": 0.8, "n_runs": 1, "seed": 42}, "ctr_model": {"train_auc": 0.7001, "test_auc": 0.7005}, "aggregated": {"DualOGD": {"clicks_mean": 111.0, "clicks_std": 0.0, "cpc_mean": 32.66, "cpc_std": 0.0, "budget_used_mean": 0.7249, "budget_used_std": 0.0, "win_rate_mean": 0.0614, "win_rate_std": 0.0}, "TwoSidedDual": {"clicks_mean": 139.0, "clicks_std": 0.0, "cpc_mean": 34.18, "cpc_std": 0.0, "budget_used_mean": 0.9503, "budget_used_std": 0.0, "win_rate_mean": 0.0738, "win_rate_std": 0.0}, "ValueShading": {"clicks_mean": 129.0, "clicks_std": 0.0, "cpc_mean": 38.76, "cpc_std": 0.0, "budget_used_mean": 0.9999, "budget_used_std": 0.0, "win_rate_mean": 0.0822, "win_rate_std": 0.0}, "RLB": {"clicks_mean": 70.0, "clicks_std": 0.0, "cpc_mean": 71.43, "cpc_std": 0.0, "budget_used_mean": 1.0, "budget_used_std": 0.0, "win_rate_mean": 0.0424, "win_rate_std": 0.0}, "Linear": {"clicks_mean": 65.0, "clicks_std": 0.0, "cpc_mean": 76.89, "cpc_std": 0.0, "budget_used_mean": 0.9996, "budget_used_std": 0.0, "win_rate_mean": 0.0412, "win_rate_std": 0.0}, "Threshold": {"clicks_mean": 72.0, "clicks_std": 0.0, "cpc_mean": 69.17, "cpc_std": 0.0, "budget_used_mean": 0.996, "budget_used_std": 0.0, "win_rate_mean": 0.0332, "win_rate_std": 0.0}}}