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meshgraph-gcn

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meshgraph-gcn
File size: 928 Bytes
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{
  "model": "MeshGraph GCN",
  "parameters": 802,
  "nodes": 600,
  "edges": 1689,
  "best_epoch": 26,
  "best_validation_roc_auc": 0.9118788819875777,
  "gcn_threshold": 0.6789770509686359,
  "gcn_test": {
    "accuracy": 0.8166666666666667,
    "roc_auc": 0.8563664596273292,
    "average_precision": 0.6975512110914732,
    "precision": 0.59375,
    "recall": 0.6785714285714286,
    "f1": 0.6333333333333333,
    "confusion_matrix": [
      [
        79,
        13
      ],
      [
        9,
        19
      ]
    ]
  },
  "feature_only_logistic_test": {
    "accuracy": 0.7833333333333333,
    "roc_auc": 0.8361801242236025,
    "average_precision": 0.6273562320739494,
    "precision": 0.5277777777777778,
    "recall": 0.6785714285714286,
    "f1": 0.59375,
    "confusion_matrix": [
      [
        75,
        17
      ],
      [
        9,
        19
      ]
    ]
  }
}