L2
Environment builds
the environment builds and runs; numbers not yet re-checked
LOF ROC-AUC on Breastw (ECOD benchmark, ODDS/ADBench)
Automated re-run of the headline result of 'LOF ROC-AUC on Breastw (ECOD benchmark, ODDS/ADBench)' (arXiv:2201.00382) from its own repository. Pre-registered claim: roc_auc = 0.47 (±8%). Hub verdict: DIVERGED.
Claims
· unverified
c1
performance
The paper's own code (https://github.com/yzhao062/pyod) reproduces roc_auc = 0.47 for 'LOF ROC-AUC on Breastw (ECOD benchmark, ODDS/ADBench)'.
system anomaly-lof-breastw-auc
metric roc_auc
value 0.47
unit roc_auc
higher_is_better True
hardware cpu-box
Artifacts 2 files · code, data, logs — integrity-checked
| role | location | size | integrity |
|---|---|---|---|
| code | https://github.com/yzhao062/pyod | — | unchecked |
| paper | https://arxiv.org/pdf/2201.00382 | — | unchecked |
Verification runs 2 run(s) · mode script · 1 machine-checked assertions
failed · runner hub-local · level→L2 · 2026-07-02T10:12:38Z
runner log →
failed · runner hub:repro-study · level→L2 · 2026-07-02T10:12:38Z
runner log →
| claim | check | expected | actual | |
|---|---|---|---|---|
| c1 | roc_auc approx | 0.47 | 0.3889 | ❌ |