Anomaly

class oci.ai_anomaly_detection.models.Anomaly(**kwargs)

Bases: object

An object to hold value information for each anomaly point

Methods

__init__(**kwargs) Initializes a new Anomaly object with values from keyword arguments.

Attributes

actual_value [Required] Gets the actual_value of this Anomaly.
anomaly_score [Required] Gets the anomaly_score of this Anomaly.
estimated_value [Required] Gets the estimated_value of this Anomaly.
imputed_value Gets the imputed_value of this Anomaly.
signal_name [Required] Gets the signal_name of this Anomaly.
__init__(**kwargs)

Initializes a new Anomaly object with values from keyword arguments. The following keyword arguments are supported (corresponding to the getters/setters of this class):

Parameters:
  • signal_name (str) – The value to assign to the signal_name property of this Anomaly.
  • actual_value (float) – The value to assign to the actual_value property of this Anomaly.
  • estimated_value (float) – The value to assign to the estimated_value property of this Anomaly.
  • imputed_value (float) – The value to assign to the imputed_value property of this Anomaly.
  • anomaly_score (float) – The value to assign to the anomaly_score property of this Anomaly.
actual_value

[Required] Gets the actual_value of this Anomaly. The actual value for the anomaly point at given signal and timestamp/row

Returns:The actual_value of this Anomaly.
Return type:float
anomaly_score

[Required] Gets the anomaly_score of this Anomaly. A significant score ranged from 0 to 1 to each anomaly point

Returns:The anomaly_score of this Anomaly.
Return type:float
estimated_value

[Required] Gets the estimated_value of this Anomaly. The estimated value for the anomaly point at given signal and timestamp/row

Returns:The estimated_value of this Anomaly.
Return type:float
imputed_value

Gets the imputed_value of this Anomaly. The value imputed by one of IDP step for missing values in origin data

Returns:The imputed_value of this Anomaly.
Return type:float
signal_name

[Required] Gets the signal_name of this Anomaly. Name of a signal where current anomaly point belongs to

Returns:The signal_name of this Anomaly.
Return type:str