Description
The Forecast node is used to apply a forecast model to a data set.
Configuration Options
Basic Configuration Options
| Setting | Description\Parameters |
|---|---|
Split Columns |
The selected column(s) will be used to split the data set over to build additional models. |
Target Column |
The column we are predicting. |
Sort By Columns |
Sort data rows by these columns. |
Outliers Column |
Column to set an outlier (0/1). |
Predictors |
The columns we are using to predict. |
Advanced Configuration Options
Model Options
| Setting | Description |
|---|---|
Model Type |
The model type. Options
|
Consider Linear Seasonality |
|
Periodicity |
|
Force Non-Negative Forecasts |
|
Prune Weak Predictors |
|
Include Linear Term |
Must be included if no predictors are specified. |
Standardize Predictors |
Standardize predictors between 1 and 0. |
Auto-lag Predictors |
|
Fill Target Zeroes With |
Advanced Options
| Setting | Description |
|---|---|
Automatically Detect/Exclude Outliers |
|
Minimum MAPE Improvement for Outlier |
|
Seasonality Extraction Bandwidth |
Bandwidth is the fraction of all data points for calculating the localized regression used in smoothing (loess). Smaller numbers = less smoothing. |
Trend Smoothing Bandwidth |
Bandwidth is the fraction of all data points for calculating the localized regression used in smoothing (loess). Smaller numbers = less smoothing. |
Actions
| Action | Description |
|---|---|
Preview |
After configuring the node, the combined result set can be previewed by clicking the Preview button. |