ForecastingSettings |
Forecasting.forecastingSettings() |
Get the forecastingSettings property: Forecasting task specific inputs.
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ForecastingSettings |
ForecastingSettings.withCountryOrRegionForHolidays(String countryOrRegionForHolidays) |
Set the countryOrRegionForHolidays property: Country or region for holidays for forecasting tasks.
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ForecastingSettings |
ForecastingSettings.withCvStepSize(Integer cvStepSize) |
Set the cvStepSize property: Number of periods between the origin time of one CV fold and the next fold.
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ForecastingSettings |
ForecastingSettings.withFeatureLags(FeatureLags featureLags) |
Set the featureLags property: Flag for generating lags for the numeric features with 'auto' or null.
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ForecastingSettings |
ForecastingSettings.withForecastHorizon(ForecastHorizon forecastHorizon) |
Set the forecastHorizon property: The desired maximum forecast horizon in units of time-series frequency.
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ForecastingSettings |
ForecastingSettings.withFrequency(String frequency) |
Set the frequency property: When forecasting, this parameter represents the period with which the forecast is
desired, for example daily, weekly, yearly, etc.
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ForecastingSettings |
ForecastingSettings.withSeasonality(Seasonality seasonality) |
Set the seasonality property: Set time series seasonality as an integer multiple of the series frequency.
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ForecastingSettings |
ForecastingSettings.withShortSeriesHandlingConfig(ShortSeriesHandlingConfiguration shortSeriesHandlingConfig) |
Set the shortSeriesHandlingConfig property: The parameter defining how if AutoML should handle short time series.
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ForecastingSettings |
ForecastingSettings.withTargetAggregateFunction(TargetAggregationFunction targetAggregateFunction) |
Set the targetAggregateFunction property: The function to be used to aggregate the time series target column to
conform to a user specified frequency.
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ForecastingSettings |
ForecastingSettings.withTargetLags(TargetLags targetLags) |
Set the targetLags property: The number of past periods to lag from the target column.
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ForecastingSettings |
ForecastingSettings.withTargetRollingWindowSize(TargetRollingWindowSize targetRollingWindowSize) |
Set the targetRollingWindowSize property: The number of past periods used to create a rolling window average of
the target column.
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ForecastingSettings |
ForecastingSettings.withTimeColumnName(String timeColumnName) |
Set the timeColumnName property: The name of the time column.
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ForecastingSettings |
ForecastingSettings.withTimeSeriesIdColumnNames(List<String> timeSeriesIdColumnNames) |
Set the timeSeriesIdColumnNames property: The names of columns used to group a timeseries.
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ForecastingSettings |
ForecastingSettings.withUseStl(UseStl useStl) |
Set the useStl property: Configure STL Decomposition of the time-series target column.
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