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