{ "config": { "seed": 0, "n": 20000, "epochs": 25, "trunc_widths": [ 1, 2, 3, 4 ], "n_bins": 4 }, "elapsed_s": 2124.1, "points": [ { "rounds": 1, "accuracy": 0.3535, "advantage": 0.10349999999999998, "auc": null, "accuracy_ci": [ 0.33867165024339485, 0.3685426437655393 ], "min_detectable_advantage": 0.013418956077878678, "chance": 0.25 }, { "rounds": 2, "accuracy": 0.249, "advantage": -0.0010000000000000009, "auc": null, "accuracy_ci": [ 0.23566118455531623, 0.26270639218531416 ], "min_detectable_advantage": 0.013418956077878678, "chance": 0.25 }, { "rounds": 3, "accuracy": 0.249, "advantage": -0.0010000000000000009, "auc": null, "accuracy_ci": [ 0.23566118455531623, 0.26270639218531416 ], "min_detectable_advantage": 0.013418956077878678, "chance": 0.25 }, { "rounds": 4, "accuracy": 0.24275, "advantage": -0.0072500000000000064, "auc": null, "accuracy_ci": [ 0.22953001188344008, 0.25634675686691016 ], "min_detectable_advantage": 0.013418956077878678, "chance": 0.25 } ], "controls": { "positive_accuracy": 0.3535, "positive_ci": [ 0.33867165024339485, 0.3685426437655393 ], "positive_ok": true, "permuted_label_accuracy": 0.3535, "permuted_label_ci": [ 0.33867165024339485, 0.3685426437655393 ], "negative_ok": false, "note": "knob=truncation width (bytes); chance=1/n_bins; advantage=accuracy-chance; positive_ok = CI lower bound > chance; negative_ok = permuted-label model CI lower bound <= chance (no setup/dataset artifact)." } }