experiments.md

Experiments Tracking

Pilot Synthetic (Poisson-Gamma)

• Status: Completed
• Records: 360 (first run, bounded_degree only) + more from full pilot
• Grid: 3 graph types × 3 degree levels × 3 count scales × 2 prior strengths × 2 K values = 108 configs
• Deletions per config: 20
• Config: config/synthetic_grid.yaml, mode=pilot

Model Family Ablation

• Status: Running
• Grid: 3 model families × 3 graph types × 2 degree levels × varying noise/prior × 2 K values
• Max configs: 24 (subset for tractability)
• Deletions per config: 30
• Config: config/synthetic_grid.yaml, mode=model_family

Real-Data Experiments

• Status: Pending
• Datasets: Last.fm (user-artist counts), MovieLens (rating counts, binary)
• K values: [5, 10]
• Deletions: 50 per dataset-K combination
• Config: config/real_data.yaml