File size: 1,184 Bytes
63f5b1f
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
{
  "project": "Brain MRI Tumor vs No-Tumor - OOD Generalization (10 Models)",
  "architecture": "efficientnet_b0",
  "variant": "efficientnet_b0",
  "num_classes": 2,
  "id2label": {
    "0": "no_tumor",
    "1": "tumor"
  },
  "label2id": {
    "no_tumor": 0,
    "tumor": 1
  },
  "input_size": 224,
  "preprocessing": {
    "square_pad": true,
    "resize": [
      224,
      224
    ],
    "mean": [
      0.485,
      0.456,
      0.406
    ],
    "std": [
      0.229,
      0.224,
      0.225
    ]
  },
  "decision_threshold": 0.5,
  "augmentation_strength": 0.0,
  "github_repository": "https://github.com/fatihaybsn/BrainMRI-OOD-10Models",
  "github_commit": "a9920408189230b886773a64d113eb35bcba1971",
  "original_checkpoint_sha256": "f097f292733603a5030e74b5398e333633c8055b9666871e376f67493f2475fc",
  "safetensors_sha256": "ea7802bee8ce10223ed169540513cdccc4865218aeb1cd49f8f541ae9cf30a75",
  "metrics": {
    "accuracy": 0.6925914540424224,
    "auc": 0.902755710499151,
    "f1": 0.567847882454624,
    "recall_sensitivity": 0.3969788519637462,
    "precision": 0.9969650986342944,
    "kappa": 0.3915249697352413
  }
}