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 an 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