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SmartWareHouseAI
File size: 1,729 Bytes
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{
  "accuracy": 0.9916666666666667,
  "macro_f1": 0.9916573971078977,
  "n_train": 360,
  "n_test": 120,
  "n_classes": 8,
  "classes": [
    "agv_navigation",
    "equipment_maintenance",
    "general_faq",
    "inventory_check",
    "order_status",
    "picking_optimization",
    "safety_incident",
    "system_status"
  ],
  "classification_report": {
    "agv_navigation": {
      "precision": 1.0,
      "recall": 1.0,
      "f1-score": 1.0,
      "support": 15.0
    },
    "equipment_maintenance": {
      "precision": 1.0,
      "recall": 1.0,
      "f1-score": 1.0,
      "support": 15.0
    },
    "general_faq": {
      "precision": 1.0,
      "recall": 0.9333333333333333,
      "f1-score": 0.9655172413793104,
      "support": 15.0
    },
    "inventory_check": {
      "precision": 1.0,
      "recall": 1.0,
      "f1-score": 1.0,
      "support": 15.0
    },
    "order_status": {
      "precision": 0.9375,
      "recall": 1.0,
      "f1-score": 0.967741935483871,
      "support": 15.0
    },
    "picking_optimization": {
      "precision": 1.0,
      "recall": 1.0,
      "f1-score": 1.0,
      "support": 15.0
    },
    "safety_incident": {
      "precision": 1.0,
      "recall": 1.0,
      "f1-score": 1.0,
      "support": 15.0
    },
    "system_status": {
      "precision": 1.0,
      "recall": 1.0,
      "f1-score": 1.0,
      "support": 15.0
    },
    "accuracy": 0.9916666666666667,
    "macro avg": {
      "precision": 0.9921875,
      "recall": 0.9916666666666667,
      "f1-score": 0.9916573971078977,
      "support": 120.0
    },
    "weighted avg": {
      "precision": 0.9921875,
      "recall": 0.9916666666666667,
      "f1-score": 0.9916573971078978,
      "support": 120.0
    }
  }
}