Results overview - Radega1993/the-one-scenario-corpus GitHub Wiki

Results overview

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Summary of current analysis results for corpus_v1 and latest scenario-fix status.
Reference source: analysis/reports/RESULTADOS_ACTUALES.md.


Feature space

Item Value
Scenarios (n) 60
Core features (diversity reference) 23
Extended features (exploration) 46
Normalisation Z-score per feature (NaN -> 0 after z-score)

Correlation results (final optimized freeze)

Core 23 (diversity reference)

Metric Value
max |r| 0.9829
Mean |r| 0.2065
Total pairs 1770
Pairs with |r| >= 0.7 58 (3.3%)
Pairs with |r| < 0.7 96.7%
Cosine distance (min) 0.0152
Silhouette (Ward k=7) 0.2681

Source: analysis/reports/correlation_core23_report.txt.

Full 46 features

Metric Value
max |r| 0.9377
Mean |r| 0.1906
Total pairs 1770
Pairs with |r| >= 0.7 46 (2.6%)
Pairs with |r| < 0.7 97.4%
Cosine distance (min) 0.0620
Silhouette (Ward k=7) 0.2929
Criterion (>=95% with |r| < 0.7) Met

Source: analysis/reports/correlation_report.txt.


Ablation (17 vs 23 vs 46)

Set max |r| mean |r| pairs >= 0.7 silhouette
reduced_17 0.9863 0.2324 63 (3.6%) 0.2215
core_23 0.9829 0.2065 58 (3.3%) 0.2681
full_46 0.9377 0.1906 46 (2.6%) 0.2929

Source: analysis/reports/ablation_report.txt.


Baseline initial vs final optimized

Metric Initial baseline Final optimized
Full-46 pairs with |r| >= 0.7 57 (3.2%) 46 (2.6%)
Core-23 pairs with |r| >= 0.7 93 (5.3%) 58 (3.3%)
Full-46 min cosine 0.0585 0.0620
Full-46 silhouette 0.2924 0.2929

Freeze framing: this is a stable, publishable baseline, not an optimal final corpus.


Declared limitations

  • Residual high-correlation pairs remain in both spaces.
  • Core-23 silhouette is moderate (0.2681) after optimization.
  • A residual high feature-feature dependency remains: mm_WDM <-> mm_Bus = 0.9393.

Scenario-fix status (map bounds)

Recent simulation errors caused by Map node ... out of world bounds were fixed by adjusting MovementModel.worldSize in map-based scenarios:

  • V1_TaxiLow_HelsinkiMedium -> 8400, 7504
  • V2_TaxiHigh_HelsinkiMedium -> 8400, 7504
  • V3_BusOnlyCarriers_HelsinkiMedium -> 8400, 7504
  • V4_CarOwnership_0_HelsinkiMedium -> 8400, 7504
  • R4_ParkRangers_HelsinkiMedium -> 8400, 7504
  • D5_UAVMule_FastRoute_HelsinkiMedium -> 8400, 7504

The last full user validation reported 56/60 OK, 4 failing before the final updates of V1, V2, V4, and R4. Re-run full simulation to confirm final 60/60 OK.


See also

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