| { |
| "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 |
| } |
| ] |
| } |
