analysis/ensemble_pooled.json

{
  "protocol": "pooled five-fold soft vote, weight = pooled macro-F1, all nine models",
  "members": [
    "inception_v3",
    "clip_openai",
    "vgg19",
    "resnet101",
    "dinov2_l",
    "densenet121",
    "resnet50",
    "swin_b",
    "retfound"
  ],
  "ensemble": {
    "acc": 90.43,
    "f1": 92.71,
    "roc_auc": 0.9945,
    "ece": 0.0237,
    "kappa": 0.887
  },
  "best_single": {
    "model": "inception_v3",
    "acc": 90.18,
    "f1": 92.54
  },
  "ensemble_vs_best_mcnemar": {
    "b": 54,
    "c": 46,
    "p": 0.484,
    "significant_005": false
  },
  "n_test": 3208
}