Restore Seasonality and Trend

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This component restores seasonality (1st and 2nd) and trend into the forecasted residual series. The trend model, the seasonal components, and the lags where the seasonal peaks occur have been obtained in preprocessing the time series before training the forecasting model.

Options

Forecasted residuals

Select the column containg the forecasted residual series. The trend and residuals are restored into this column.

Nodes

• Column Selection Configuration6 ×
• Column Filter5 ×
• Column Rename (Regex)5 ×
• Component Input4 ×
• Component Output4 ×
• Show all 18 nodes

Extensions

• FeatureKNIME Base nodes
• FeatureKNIME Javasnippet
• FeatureKNIME Math Expression (JEP)
• FeatureKNIME Python 2 Integration (legacy)
• FeatureKNIME Quick Forms

Links

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