Description
The Forecast node is used to apply a forecast model to a data set.
Configuration Options
Basic Configuration Options
| Setting | Description\Parameters |
|---|---|
Target |
The column we are predicting |
Predictors |
The columns we are using to predict |
Outlier Column |
Column to use as outlier |
Split Columns |
Optional setting to split the data/models based on a value in the selected columns |
Sort By Columns |
Sort data rows by these columns |
Advanced Configuration Options
| Setting | Description |
|---|---|
Model Type |
Options
|
Seasonality Type |
Options
|
Consider Linear Seasonality |
. |
Periodicity |
. |
Force Non-Negative Forecasts |
. |
Prune Weak Predictors |
. |
Min RSQR for Predictors |
. |
Include Linear Term |
. |
Standardize Predictors |
. |
Auto-lag Predictors |
. |
Fill Target Zeroes With |
. |
Number of Threads |
. |
Automatically Detect/Exclude Outliers |
. |
Min MAPE Improvement for Outlier |
. |
Seasonality Extraction Bandwidth |
. |
Trend Smoothing Bandwidth |
. |