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docs: record AUPRC 0.8556 in METHODS and DISCOVERY_PREDICTION - #59

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cschanhniem merged 1 commit into
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feat/auprc-value-docs
Jun 28, 2026
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cschanhniem merged 1 commit into
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feat/auprc-value-docs

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Summary

Documents the measured AUPRC value from make validate-scoring:

  • AUPRC = 0.8556 (+0.3556 above random baseline 0.50)
  • AUROC = 0.8164 (95% CI 0.72–0.90, updated from prior 0.71–0.89 with full 2000 bootstrap)

Both values updated in METHODS.md Section 8 and DISCOVERY_PREDICTION.md benchmark basis section.

Test plan

  • 1183 tests pass
  • Values verified by running run_retrospective_benchmark() directly with n_bootstrap=2000

🤖 Generated with Claude Code

@cschanhniem
cschanhniem merged commit 4e9efaf into main Jun 28, 2026
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cschanhniem deleted the feat/auprc-value-docs branch June 28, 2026 09:37
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