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fundus-9model-benchmark

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fundus-9model-benchmark / kfold

Commit History

  1. Pooled five-fold consistency: foundation models pooled like CNN/CLIP; 9-model McNemar (36 pairs); per-class pooled; pooled ensemble report

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  1. kfold v2: complete CSV with kappa+brier+F1-CI for all 9 models

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  2. kfold v2: per-fold test JSON foundation_fold4_swin_b.json

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  3. kfold v2: per-fold test JSON foundation_fold4_retfound.json

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  4. kfold v2: per-fold test JSON foundation_fold4_dinov2_l.json

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  5. kfold v2: per-fold test JSON foundation_fold3_swin_b.json

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  6. kfold v2: per-fold test JSON foundation_fold3_retfound.json

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  7. kfold v2: per-fold test JSON foundation_fold3_dinov2_l.json

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  8. kfold v2: per-fold test JSON foundation_fold2_swin_b.json

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  9. kfold v2: per-fold test JSON foundation_fold2_retfound.json

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  10. kfold v2: per-fold test JSON foundation_fold2_dinov2_l.json

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  11. kfold v2: per-fold test JSON foundation_fold1_swin_b.json

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  12. kfold v2: per-fold test JSON foundation_fold1_retfound.json

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  13. kfold v2: per-fold test JSON foundation_fold1_dinov2_l.json

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  14. kfold v2: per-fold test JSON foundation_fold0_swin_b.json

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  15. kfold v2: per-fold test JSON foundation_fold0_retfound.json

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  16. kfold v2: per-fold test JSON foundation_fold0_dinov2_l.json

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  17. kfold v2: fix CSV — add CI + ROC-AUC for foundation models

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  18. kfold v2: foundation_kfold.json

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  19. kfold v2: foundation_fold4_summary.json

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  20. kfold v2: foundation_fold3_summary.json

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  21. kfold v2: foundation_fold2_summary.json

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  22. kfold v2: foundation_fold1_summary.json

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  23. kfold v2: foundation_fold0_summary.json

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  24. kfold v2: vgg19_test_preds.json

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  25. kfold v2: vgg19_test.json

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  26. kfold v2: vgg19_kfold.json

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  27. kfold v2: summary.json

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  28. kfold v2: resnet50_test_preds.json

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  29. kfold v2: resnet50_test.json

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  30. kfold v2: resnet50_kfold.json

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  31. kfold v2: resnet101_test_preds.json

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  32. kfold v2: resnet101_test.json

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  33. kfold v2: resnet101_kfold.json

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  34. kfold v2: mcnemar.json

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  35. kfold v2: inception_v3_test_preds.json

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  36. kfold v2: inception_v3_test.json

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  37. kfold v2: inception_v3_kfold.json

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  38. kfold v2: densenet121_test_preds.json

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  39. kfold v2: densenet121_test.json

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  40. kfold v2: densenet121_kfold.json

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  41. kfold v2: clip_openai_test_preds.json

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  42. kfold v2: clip_openai_test.json

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  43. kfold v2: clip_openai_kfold.json

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  44. kfold v2: unified summary CSV

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  45. kfold v2: README

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  1. Remove stale kfold/ (pre-v2 weights, will be regenerated)

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  2. Add v1 5-fold cross-validation results

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