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fix: RCA trace 39/45 collision - raise composite threshold 0.35→0.50, add min_face_similarity, add temporal collision check. Verified: collision resolved

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Warren
2026-05-06 14:55:49 +08:00
parent 65a1f77e65
commit ca4f59d811
6 changed files with 2456 additions and 2287 deletions
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7
experiments/identity_clustering/results/exp_008/config.json
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@@ -1,15 +1,18 @@
{
"id": "008",
"name": "Composite: TMDb vector + speaker frequency scoring",
"name": "Composite: TMDb vector + speaker frequency scoring + collision check (FIXED)",
"file_uuid": "417a7e93860d70c87aee6c4c1b715d70",
"min_frames": 3,
"enable_identity_match": true,
"stage1_face_threshold": 0.55,
"stage1_bind_ratio": 0.6,
"stage1b_composite_threshold": 0.5,
"stage1b_min_face_similarity": 0.3,
"stage2_threshold": 0.85,
"stage2_adaptive": true,
"enable_speaker_weight": true,
"speaker_weight_factor": 0.3,
"notes": "V2.0 embedding space。Speaker 出現次數(segment count)加權 × vector similarity 綜合評分。主角(SPEAKER_0/SPEAKER_1)加權較高。",
"enable_temporal_collision_check": true,
"notes": "V2.1 FIX: composite threshold 0.35→0.50, added min_face_similarity=0.30, added temporal collision check",
"write_db": true
}

4470
experiments/identity_clustering/results/exp_008/labels.json
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File diff suppressed because it is too large Load Diff

10
experiments/identity_clustering/results/exp_008/metrics.json
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@@ -1,10 +1,10 @@
{
"total_traces": 677,
"stage1_bound": 671,
"stage1_bound_traces": 671,
"stage2_clusters": 6,
"stage2_unbound_clustered": 6,
"stage1_bound": 657,
"stage1_bound_traces": 657,
"stage2_clusters": 20,
"stage2_unbound_clustered": 20,
"total_clusters": 677,
"execution_time_s": 11.841914176940918,
"execution_time_s": 15.544250011444092,
"coverage": 1.0
}