/venv/main/lib/python3.12/site-packages/sklearn/model_selection/_split.py:812: UserWarning: The least populated class in y has only 3 members, which is less than n_splits=5.
  warnings.warn(
/venv/main/lib/python3.12/site-packages/sklearn/model_selection/_split.py:812: UserWarning: The least populated class in y has only 3 members, which is less than n_splits=5.
  warnings.warn(
/venv/main/lib/python3.12/site-packages/sklearn/model_selection/_split.py:812: UserWarning: The least populated class in y has only 3 members, which is less than n_splits=5.
  warnings.warn(
/venv/main/lib/python3.12/site-packages/sklearn/model_selection/_split.py:812: UserWarning: The least populated class in y has only 3 members, which is less than n_splits=5.
  warnings.warn(
/venv/main/lib/python3.12/site-packages/sklearn/model_selection/_split.py:812: UserWarning: The least populated class in y has only 3 members, which is less than n_splits=5.
  warnings.warn(
/venv/main/lib/python3.12/site-packages/sklearn/model_selection/_split.py:812: UserWarning: The least populated class in y has only 3 members, which is less than n_splits=5.
  warnings.warn(
/venv/main/lib/python3.12/site-packages/sklearn/model_selection/_split.py:812: UserWarning: The least populated class in y has only 3 members, which is less than n_splits=5.
  warnings.warn(
/venv/main/lib/python3.12/site-packages/sklearn/model_selection/_split.py:812: UserWarning: The least populated class in y has only 3 members, which is less than n_splits=5.
  warnings.warn(
/venv/main/lib/python3.12/site-packages/sklearn/model_selection/_split.py:812: UserWarning: The least populated class in y has only 3 members, which is less than n_splits=5.
  warnings.warn(
              model  macro_f1_mean  macro_f1_std  bal_acc_mean  bal_acc_std  ad_recall_mean  ad_recall_std
    age_only_logreg       0.324234      0.013927      0.389947     0.012950        0.588889       0.031427
    demographic_xgb       0.417444      0.015452      0.416780     0.012186        0.166667       0.047140
full_structured_xgb       0.479601      0.013731      0.475510     0.009095        0.366667       0.027217
subgroup over: ['abl_A1_axial', 'abl_A2_meanpool', 'abl_A3_nometa', 'abl_A4_concat', 'abl_A5_weightedce', 'abl_full', 'densenet2p5d', 'densenet_latefusion', 'hcct', 'resnet3d', 'resnet50', 'swin3d', 'tabular_mlp', 'trifuse_ad', 'vit_b16', 'vswin_lite', 'xgboost']