Repository navigation
Add reproducibility tests; refresh stale analysis.json; clamp Wilson CI bounds - #3
Merged
Merged
Conversation
…nalysis.json Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01DHVivZEPU29QtcvUurZSXX
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01DHVivZEPU29QtcvUurZSXX
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.
The study's headline numbers are cited on the profile and site, so CI should prove they reproduce from the checked-in data. New tests rerun
analyze.pyandeval_v07.pyon a temp copy and require byte-identical output, and check the numbers quoted in REPORT.md and README.md against the data files.Writing them surfaced three things:
data/analysis.jsonwas stale.labels.jsonhas the held-out-40 and fresh-40 label sets, but the committed analysis predates them. Regenerated; the new values match what REPORT.md already states (held-out v0.6 37.5%, fresh corpus 40.0%).wilson()published a lower bound of-0.0for 0/20 (float error). Bounds are now clamped to [0, 100].eval_v07.py(the 64.3% held-out figure) importspatches/mcpaudit-0.7/, which is gitignored, so it couldn't run from a clone.pyhroff-mcpaudit==0.7.0on PyPI is that patch released and reproducesdata/eval_v07.jsonexactly, so CI installs it and REPORT.md now says so.No headline numbers changed.
Generated by Claude Code