Datasets:
File size: 1,936 Bytes
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"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": [
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],
"min_detectable_advantage": 0.013418956077878678,
"chance": 0.25
},
{
"rounds": 3,
"accuracy": 0.249,
"advantage": -0.0010000000000000009,
"auc": null,
"accuracy_ci": [
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],
"min_detectable_advantage": 0.013418956077878678,
"chance": 0.25
},
{
"rounds": 4,
"accuracy": 0.24275,
"advantage": -0.0072500000000000064,
"auc": null,
"accuracy_ci": [
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],
"min_detectable_advantage": 0.013418956077878678,
"chance": 0.25
}
],
"controls": {
"positive_accuracy": 0.3535,
"positive_ci": [
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0.3685426437655393
],
"positive_ok": true,
"permuted_label_accuracy": 0.3535,
"permuted_label_ci": [
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],
"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)."
}
} |