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Add new scripts and configurations for model comparison and analysis

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- Introduced `poster_model_comparison.py` for generating model comparison figures.
- Added `plot_poster_roc_comparison.py` for creating ROC comparison figures for PAPILA binary classification.
- Created new JSON configuration files for clinical solo models with and without geometry injection.
- Implemented batch dispatch updates in `batch_dispatch.py` to utilize run names from configurations.
- Added analysis scripts: `compare_grid.py`, `inspect_embeddings.py`, and `summarize_run.py` for evaluating model performance and feature embeddings.
- Created experiment configurations for various training scenarios, including warm sweeps and promoting successful runs.
- Added binary ROC comparison and model comparison figures to the results directory.
This commit is contained in:
rpotter6298
2026-05-14 13:43:30 +02:00
parent e2489a21e7
commit a721e52909
18 changed files with 1052 additions and 1 deletions
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v4/scripts/experiments/tri_v1/cd_solo_warm_sweep.json
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[
{ "_note": "cd-solo, no geom; cd_warm sweep. 3 reps each. Companion to cd_solo_geom sweep.",
"run_name": "experiments/tri_v1/cd_solo/warm00", "reps": 3,
"stage_overrides": { "cd_warm": { "epochs": 0 } } },
{ "run_name": "experiments/tri_v1/cd_solo/warm05", "reps": 3,
"stage_overrides": { "cd_warm": { "epochs": 5 } } },
{ "run_name": "experiments/tri_v1/cd_solo/warm10", "reps": 3,
"stage_overrides": { "cd_warm": { "epochs": 10 } } },
{ "run_name": "experiments/tri_v1/cd_solo/warm20", "reps": 3,
"stage_overrides": { "cd_warm": { "epochs": 20 } } },
{ "run_name": "experiments/tri_v1/cd_solo/warm40", "reps": 3,
"stage_overrides": { "cd_warm": { "epochs": 40 } } }
]