Options
All
  • Public
  • Public/Protected
  • All
Menu

Interface DetectChangePointRequest

Package version

Hierarchy

  • DetectChangePointRequest

Index

Properties

Optional customInterval

customInterval: undefined | number

Custom Interval is used to set non-standard time interval, for example, if the series is 5 minutes, request can be set as {"granularity":"minutely", "customInterval":5}.

granularity

granularity: TimeGranularity

Can only be one of yearly, monthly, weekly, daily, hourly, minutely or secondly. Granularity is used for verify whether input series is valid.

Optional period

period: undefined | number

Optional argument, periodic value of a time series. If the value is null or does not present, the API will determine the period automatically.

series

series: TimeSeriesPoint[]

Time series data points. Points should be sorted by timestamp in ascending order to match the change point detection result.

Optional stableTrendWindow

stableTrendWindow: undefined | number

Optional argument, advanced model parameter, a default stableTrendWindow will be used in detection.

Optional threshold

threshold: undefined | number

Optional argument, advanced model parameter, between 0.0-1.0, the lower the value is, the larger the trend error will be which means less change point will be accepted.

Generated using TypeDoc