hypertower/v4/figures/output/S8e_clinical_importance.csv at 3d7777f010bba80a84973714f9786e526bce5f79

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rpotter6298 3d7777f010 Add new experiments and analysis scripts for dropzero features

- 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.

2026-08-24 12:26:16 +02:00

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Raw Blame History

1	feature	mean_drop	std_drop	baseline_auc_mean
2	Age	0.1487745098039216	0.07246596166317897	0.7117647058823529
3	IOP_corr	0.0645588235294118	0.053595964337907635	0.7117647058823529
4	Phakic/Pseudophakic	0.031004901960784353	0.05039528009700277	0.7117647058823529
5	Pachymetry	0.011421568627451003	0.016547911692771797	0.7117647058823529
6	Gender	0.006102941176470622	0.022596178307964714	0.7117647058823529
7	dioptre_2	-0.0010294117647058861	0.003622645200240852	0.7117647058823529
8	astigmatism	-0.002156862745098008	0.008336072214271729	0.7117647058823529
9	dioptre_1	-0.006593137254901939	0.011003619078899692	0.7117647058823529

614 B Raw Blame History

614 B

Raw Blame History