rpotter6298
3d7777f010
- 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.
21 lines
820 B
JSON
21 lines
820 B
JSON
[
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{
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"_note": "Bilateral cd-only (eval at hb) with the four zero-importance clinical features dropped (astigmatism, dioptre_1, dioptre_2, Phakic/Pseudophakic). Pairs seed-for-seed with experiments/phase4_v4/cd_solo_bilateral so a rep-paired comparison quantifies the effect of the pruned panel at the bilateral clinical-only stage. Feeds the clinical column of the new F4 with matched features to the bilateral fusion column (ensemble_refugelike_ckpt_dropzero).",
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"run_name": "experiments/explainability/cd_solo_bilateral_dropzero",
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"reps": 10,
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"overrides": {
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"data": {
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"args": {
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"exclude_cols": [
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"Axial_Length",
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"astigmatism",
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"dioptre_1",
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"dioptre_2",
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"Phakic/Pseudophakic"
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]
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}
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}
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}
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}
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]
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