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Add new experiments and analysis scripts for dropzero features

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- Introduced `fused_importance_with_axial.py` to evaluate the importance of Axial_Length in the fused-head model.
- Created JSON configurations for various experiments excluding zero-importance clinical features:
  - `cd_solo_bilateral_dropzero.json`: Bilateral clinical-only evaluation.
  - `cd_solo_single_dropzero.json`: Single-eye clinical-only evaluation.
  - `ensemble_refugelike_ckpt_dropzero.json`: Ensemble model with dropped zero-importance features.
  - `ensemble_single_refugelike_dropzero.json`: Single-eye ensemble model with dropped features.
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rpotter6298
2026-08-24 12:26:16 +02:00
parent 708fbc70ce
commit 3d7777f010
29 changed files with 1236 additions and 352 deletions
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@@ -17,4 +17,6 @@ scripts/utility/backup_mirror_with_archive.sh
v3/distributed/logs/*
v4/configs/**/
v4/distributed/logs/*
v4/results/*
v4/results/*
manuscript/*
binocular_analog/*