UnivariateChangePointDetectionOptions Class
Definition
Important
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Request of change point detection.
public class UnivariateChangePointDetectionOptionstype UnivariateChangePointDetectionOptions = classPublic Class UnivariateChangePointDetectionOptions- Inheritance
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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. |
