{
  "name": "densenet_latefusion",
  "model": "densenet_latefusion",
  "n_runs": 15,
  "summary": {
    "accuracy": {
      "mean": 0.5458547008547008,
      "std": 0.06994404116672841
    },
    "balanced_accuracy": {
      "mean": 0.5252220294325557,
      "std": 0.06602300731181707
    },
    "macro_f1": {
      "mean": 0.4968899101406807,
      "std": 0.061742065530355446
    },
    "macro_precision": {
      "mean": 0.5208321142317959,
      "std": 0.09291384228510094
    },
    "macro_recall": {
      "mean": 0.5252220294325557,
      "std": 0.06602300731181707
    },
    "f1_CN": {
      "mean": 0.6725084668533072,
      "std": 0.0772822716281764
    },
    "recall_CN": {
      "mean": 0.6770091896407685,
      "std": 0.14635288839696076
    },
    "precision_CN": {
      "mean": 0.6905760261698081,
      "std": 0.07531848508385677
    },
    "f1_VMD": {
      "mean": 0.4282394819906064,
      "std": 0.0782209682385231
    },
    "recall_VMD": {
      "mean": 0.38659340659340663,
      "std": 0.08415483393984369
    },
    "precision_VMD": {
      "mean": 0.49793345543345535,
      "std": 0.12037267513862787
    },
    "f1_AD": {
      "mean": 0.38992178157812835,
      "std": 0.12189745644771578
    },
    "recall_AD": {
      "mean": 0.5120634920634921,
      "std": 0.24293410960064418
    },
    "precision_AD": {
      "mean": 0.3739868610921242,
      "std": 0.1935845062557911
    },
    "macro_auc": {
      "mean": 0.7097939164682793,
      "std": 0.04728726339375661
    }
  },
  "macro_f1_bootstrap": {
    "point": 0.5020498081513912,
    "ci_lo": 0.4588345525222648,
    "ci_hi": 0.5430940155960775
  },
  "config": {
    "name": "densenet_latefusion",
    "model": "densenet_latefusion",
    "modality": "multimodal",
    "n_slices": 9,
    "planes": [
      "axial"
    ],
    "vol_size": [
      128,
      128,
      128
    ],
    "img_size": 224,
    "tab_features": [
      "age",
      "sex",
      "education",
      "ses",
      "etiv",
      "nwbv",
      "asf"
    ],
    "epochs": 60,
    "batch_size": 8,
    "lr": 0.0003,
    "backbone_lr": 3e-05,
    "weight_decay": 0.0001,
    "warmup_epochs": 3,
    "early_stop_patience": 12,
    "grad_accum": 1,
    "amp": true,
    "loss": "cb_focal",
    "focal_gamma": 2.0,
    "label_smoothing": 0.05,
    "cb_beta": 0.9999,
    "freeze_epochs": 5,
    "unfreeze_last_n": 0,
    "num_workers": 8,
    "seed": 7,
    "dropout": 0.3
  }
}