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.
10 lines
614 B
CSV
10 lines
614 B
CSV
feature,mean_drop,std_drop,baseline_auc_mean
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Age,0.1487745098039216,0.07246596166317897,0.7117647058823529
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IOP_corr,0.0645588235294118,0.053595964337907635,0.7117647058823529
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Phakic/Pseudophakic,0.031004901960784353,0.05039528009700277,0.7117647058823529
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Pachymetry,0.011421568627451003,0.016547911692771797,0.7117647058823529
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Gender,0.006102941176470622,0.022596178307964714,0.7117647058823529
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dioptre_2,-0.0010294117647058861,0.003622645200240852,0.7117647058823529
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astigmatism,-0.002156862745098008,0.008336072214271729,0.7117647058823529
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dioptre_1,-0.006593137254901939,0.011003619078899692,0.7117647058823529
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