UnivariateChangePointDetectionOptions Class

Definition

Namespace:

Azure.AI.AnomalyDetector

Assembly:

Azure.AI.AnomalyDetector.dll

Package:

Azure.AI.AnomalyDetector v3.0.0-preview.7

Source:

UnivariateChangePointDetectionOptions.cs

Request of change point detection.

public class UnivariateChangePointDetectionOptions

type UnivariateChangePointDetectionOptions = class

Public Class UnivariateChangePointDetectionOptions

Inheritance

Object

UnivariateChangePointDetectionOptions

Constructors

UnivariateChangePointDetectionOptions(IEnumerable<TimeSeriesPoint>, TimeGranularity)

Initializes a new instance of UnivariateChangePointDetectionOptions.

Properties

CustomInterval	A custom interval is used to set a nonstandard time interval. For example, if the series is 5 minutes, the request can be set as {"granularity":"minutely", "customInterval":5}.
Granularity	Granularity is used to verify whether the input series is valid.
Period	Argument that indicates the periodic value of a time series. If the value is null or not present, the API will determine the period automatically.
Series	Time series data points. Points should be sorted by time stamp in ascending order to match the change point detection result.
StableTrendWindow	Argument that indicates an advanced model parameter. A default stableTrendWindow value will be used in detection.
Threshold	Argument that indicates an advanced model parameter between 0.0 and 1.0. The lower the value is, the larger the trend error is, which means less change point will be accepted.