26 lines
939 B
YAML
26 lines
939 B
YAML
# Bounds for fixture 2 (vpn_hopping).
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#
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# Ground truth at campaign-level: 1 campaign of 5 observation rows.
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# Ground truth at identity-level: 1 identity of 5 observation rows.
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# A correct algorithm scores 1.0 across every metric on this fixture.
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#
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# Completeness is the load-bearing metric: a clusterer that fragments
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# the campaign by IP/ASN tanks completeness (the one true class is
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# split across many predicted clusters). The adversarial asn_clusterer
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# in the test file demonstrates this and the bound below rejects it.
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#
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# No true singletons in this fixture — singleton_recall is trivially
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# 1.0 (the metric returns 1.0 when truth has no singletons).
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#
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# Bounds are loose at v1; tighten as the algorithm matures. Loosening
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# any bound to make CI pass requires PR-comment justification (per
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# CAMPAIGN_CLUSTERING.md §2).
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adjusted_rand_index:
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min: 1.0
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homogeneity:
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min: 1.0
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completeness:
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min: 1.0
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singleton_recall:
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min: 1.0
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