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

kfold/kfold_v2_summary.csv

@@ -1,10 +1,10 @@
-model,family,test_acc,test_acc_ci_lo,test_acc_ci_hi,test_f1,test_precision,test_recall,roc_auc,ece,n_folds,fold_val_f1_mean,fold_val_f1_std
-inception_v3,CNN/CLIP,90.18,89.24,91.24,92.54,91.6,93.59,0.993,0.0194,5,0.91,0.01
-clip_openai,CNN/CLIP,90.15,89.18,91.24,92.83,91.75,94.1,0.9944,0.0217,5,0.84,0.01
-vgg19,CNN/CLIP,90.12,89.09,91.12,92.59,91.52,93.82,0.9933,0.0228,5,0.9,0.0
-resnet101,CNN/CLIP,90.09,89.15,91.12,92.63,91.64,93.78,0.9941,0.0243,5,0.91,0.01
-densenet121,CNN/CLIP,89.65,88.62,90.71,92.29,91.49,93.19,0.9937,0.0272,5,0.91,0.0
-dinov2_l,Foundation,89.61,,,92.27,,,,,5,92.27,0.17
-resnet50,CNN/CLIP,89.5,88.4,90.59,92.2,91.3,93.21,0.9945,0.0339,5,0.91,0.0
-swin_b,Foundation,87.0,,,90.26,,,,,5,90.26,0.18
-retfound,Foundation,83.35,,,87.27,,,,,5,87.27,0.2
+model,family,test_acc,test_acc_ci_lo,test_acc_ci_hi,test_f1,test_precision,test_recall,roc_auc,pr_auc,ece,n_folds,fold_val_f1_std
+inception_v3,CNN/CLIP,90.18,89.24,91.24,92.54,91.6,93.59,0.993,0.9676,0.0194,5,0.01
+clip_openai,CNN/CLIP,90.15,89.18,91.24,92.83,91.75,94.1,0.9944,0.9701,0.0217,5,0.01
+vgg19,CNN/CLIP,90.12,89.09,91.12,92.59,91.52,93.82,0.9933,0.9644,0.0228,5,0.0
+resnet101,CNN/CLIP,90.09,89.15,91.12,92.63,91.64,93.78,0.9941,0.9688,0.0243,5,0.01
+densenet121,CNN/CLIP,89.65,88.62,90.71,92.29,91.49,93.19,0.9937,0.9658,0.0272,5,0.0
+dinov2_l,Foundation,89.61,88.57,90.64,92.27,91.48,93.15,0.9934,0.9672,0.0299,5,0.17
+resnet50,CNN/CLIP,89.5,88.4,90.59,92.2,91.3,93.21,0.9945,0.9699,0.0339,5,0.0
+swin_b,Foundation,87.0,85.92,88.15,90.26,89.7,90.96,0.9896,0.945,0.0294,5,0.18
+retfound,Foundation,83.35,82.16,84.65,87.27,86.11,88.86,0.9834,0.9144,0.0242,5,0.2