Memory-Efficient-CNN-ViT-for-Geospatial-Land-Classification/Q9_keras_metrics.json at main · wusinyee/Memory-Efficient-CNN-ViT-for-Geospatial-Land-Classification · GitHub

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{
  "Accuracy": 0.9958333333333333,
  "Precision": 0.9989936262998994,
  "Recall": 0.9926666666666667,
  "Loss": 0.05295986582182692,
  "F1 Score": 0.9958200969737502,
  "ROC-AUC": 0.9998165555555556,
  "Confusion Matrix": [
    [
      2997,
      3
    ],
    [
      22,
      2978
    ]
  ],
  "Classification Report Dict": {
    "non-agri": {
      "precision": 0.9927128188141768,
      "recall": 0.999,
      "f1-score": 0.9958464861272637,
      "support": 3000.0
    },
    "agri": {
      "precision": 0.9989936262998994,
      "recall": 0.9926666666666667,
      "f1-score": 0.9958200969737502,
      "support": 3000.0
    },
    "accuracy": 0.9958333333333333,
    "macro avg": {
      "precision": 0.9958532225570381,
      "recall": 0.9958333333333333,
      "f1-score": 0.9958332915505069,
      "support": 6000.0
    },
    "weighted avg": {
      "precision": 0.9958532225570382,
      "recall": 0.9958333333333333,
      "f1-score": 0.9958332915505069,
      "support": 6000.0
    }
  },
  "Class labels": [
    "non-agri",
    "agri"
  ],
  "Classification Report": {
    "non-agri": {
      "precision": 0.9927128188141768,
      "recall": 0.999,
      "f1-score": 0.9958464861272637,
      "support": 3000.0
    },
    "agri": {
      "precision": 0.9989936262998994,
      "recall": 0.9926666666666667,
      "f1-score": 0.9958200969737502,
      "support": 3000.0
    },
    "accuracy": 0.9958333333333333,
    "macro avg": {
      "precision": 0.9958532225570381,
      "recall": 0.9958333333333333,
      "f1-score": 0.9958332915505069,
      "support": 6000.0
    },
    "weighted avg": {
      "precision": 0.9958532225570382,
      "recall": 0.9958333333333333,
      "f1-score": 0.9958332915505069,
      "support": 6000.0
    }
  }
}