evaluation.json

{
  "features": [
    "temperature",
    "pressure",
    "vibration",
    "current",
    "flow",
    "packet_rate",
    "command_rate",
    "actuator_position",
    "temperature_delta",
    "temperature_z24",
    "pressure_delta",
    "pressure_z24",
    "vibration_delta",
    "vibration_z24",
    "current_delta",
    "current_z24",
    "flow_delta",
    "flow_z24",
    "packet_rate_delta",
    "packet_rate_z24",
    "command_rate_delta",
    "command_rate_z24",
    "actuator_position_delta",
    "actuator_position_z24",
    "flow_actuator_residual",
    "power_proxy"
  ],
  "ensemble_supervised_weight": 1.0,
  "threshold": 0.6571561511109822,
  "validation": {
    "roc_auc": 0.9803306587635413,
    "average_precision": 0.9537564622867577,
    "precision": 0.9598214285714286,
    "recall": 0.884046052631579,
    "f1": 0.9203767123287672,
    "false_positive_rate": 0.005122950819672131,
    "confusion_matrix": [
      [
        8739,
        45
      ],
      [
        141,
        1075
      ]
    ]
  },
  "test": {
    "roc_auc": 0.9774852992044276,
    "average_precision": 0.9596878025028432,
    "precision": 0.9327659574468085,
    "recall": 0.9288135593220339,
    "f1": 0.9307855626326964,
    "false_positive_rate": 0.008956916099773242,
    "confusion_matrix": [
      [
        8741,
        79
      ],
      [
        84,
        1096
      ]
    ]
  },
  "isolation_test": {
    "roc_auc": 0.9258732080402783,
    "average_precision": 0.6954182289775774,
    "precision": 0.6781609195402298,
    "recall": 0.7,
    "f1": 0.6889074228523769,
    "false_positive_rate": 0.044444444444444446,
    "confusion_matrix": [
      [
        8428,
        392
      ],
      [
        354,
        826
      ]
    ]
  },
  "supervised_test": {
    "roc_auc": 0.9774852992044276,
    "average_precision": 0.9596878025028432,
    "precision": 0.9327659574468085,
    "recall": 0.9288135593220339,
    "f1": 0.9307855626326964,
    "false_positive_rate": 0.008956916099773242,
    "confusion_matrix": [
      [
        8741,
        79
      ],
      [
        84,
        1096
      ]
    ]
  }
}