Datasets:
| { | |
| "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)." | |
| } | |
| } |