task#

task()[source]#

Subtype tag for detectors: type of detection task.

  • String name: "task"

  • Public property tag

  • Values: string, one of "change_point_detection", "anomaly_detection", "segmentation"

  • Example: "anomaly_detection"

  • Default: "None"

The task tag of an object indicates the category of the detection task. This ensures compatibility with task-specific operations and return types.

The possible values are:

  • "segmentation": Divides the time series into discrete chunks based on certain criteria. The same label can be applied to multiple disconnected regions of the time series.

  • "change_point_detection": Identifies points where the statistical properties of the time series change significantly.

  • "anomaly_detection": Detects points that deviate significantly from the normal statistical properties of the time series.