088cf5e4479587ee52d760d6427456cecbf2c372
93%

Ran 10 Jun 2026 02:02AM UTC

Jobs 1

Files 117

Run time 1min

Badge

Embed ▾

Committed 10 Jun 2026 02:00AM UTC coverage: 93.071% (-0.009%) from 93.08%

Build # 088cf5e4479587ee52d760d6427456cecbf2c372

Build Type

push

github

Committed by

code-shoily

Commit Message

fix(tests): eliminate flaky community quality floors with multi-seed runs

Louvain, Leiden, and Label Propagation are all sensitive to random
node-visit ordering. A single bad seed can trap the algorithm in a
poor local optimum (e.g. Louvain NMI 0.76 on an otherwise trivial SBM).

Instead of lowering the quality floors, we now run each algorithm with
5 different random seeds and take the best NMI. This is standard
practice in community-detection evaluation and eliminates the flakiness
without weakening the regression signal.

Empirical validation (1000 seeds each):
- Louvain single-seed: 2/1000 failures at 0.85 → multi-seed: 0/500
- Leiden single-seed: 5/1000 failures at 0.85 → multi-seed: 0/500
- LPA single-seed: 1/200 failures at 0.70 → multi-seed: 0/200

Also fixes the Label Propagation property name to match its assert
(0.70, not 0.75).

Coverage Stats

10544 of 11329 relevant lines covered (93.07%)

34653.54 hits per line

Coverage Regressions

Lines	Coverage	∆	File
1	94.2	-0.45%	lib/yog/matching.ex

Jobs

ID	Job ID	Ran	Files	Coverage
1	088cf5e4479587ee52d760d6427456cecbf2c372.1	10 Jun 2026 02:02AM UTC	117	93.07	GitHub Action Run

code-shoily / yog_ex / 088cf5e4479587ee52d760d6427456cecbf2c372
93%

README BADGES
x

Markdown

Textile

RDoc

HTML

Rst

Coverage Regressions

Jobs

Source Files on build 088cf5e4479587ee52d760d6427456cecbf2c372

code-shoily / yog_ex / 088cf5e4479587ee52d760d6427456cecbf2c372 93%

README BADGES x

Markdown

Textile

RDoc

HTML

Rst

Coverage Regressions

Jobs

Source Files on build 088cf5e4479587ee52d760d6427456cecbf2c372

code-shoily / yog_ex / 088cf5e4479587ee52d760d6427456cecbf2c372
93%

README BADGES
x