File size: 1,081 Bytes
17c3c28
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "selected_architecture": "gin",
  "selection_metric": "validation_mcc",
  "best_val_mcc": 0.5609368123898547,
  "comparison_table": [
    {
      "architecture": "gin",
      "best_val_mcc": 0.5609368123898547,
      "val_mcc": 0.5609368123898547,
      "val_f1": 0.7997876669910643,
      "val_roc_auc": 0.8413672351687064,
      "test_mcc": 0.5641958688616364,
      "test_f1": 0.8016561687882658,
      "test_roc_auc": 0.8417462134967497
    },
    {
      "architecture": "pna",
      "best_val_mcc": 0.5608741238600133,
      "val_mcc": 0.5608741238600133,
      "val_f1": 0.8000882028665932,
      "val_roc_auc": 0.8414286324806977,
      "test_mcc": 0.5634718751850968,
      "test_f1": 0.801599156488885,
      "test_roc_auc": 0.841912495857133
    },
    {
      "architecture": "gat",
      "best_val_mcc": 0.5592485345150515,
      "val_mcc": 0.5592485345150515,
      "val_f1": 0.7970688725049452,
      "val_roc_auc": 0.8416313687920811,
      "test_mcc": 0.565495932705714,
      "test_f1": 0.8002152080344332,
      "test_roc_auc": 0.8417979841712353
    }
  ]
}