Description
The Classification node is used to apply a classification model to a data set.
Configuration Options
Basic Configuration Options
| Setting | Description\Parameters |
|---|---|
Model Type |
The model type Options
|
Model Action |
RebuildAndScore will automatically rebuild the model everytime you score Options
|
Target |
The column we are predicting |
Predictors |
The columns we are using to predict |
Split Columns |
Optional setting to split the data/models based on a value in the selected columns |
Role Column |
Optional column to further split data into SCORING or MODELING |
Num Threads |
Number of threads to allocate for the processing of this node |
Advanced Configuration Options
| Setting | Description |
|---|---|
Include Local Variable Importance in Output |
Add local variable importance (for binary targets only) |
Top Local Variables in Output |
Number of top local variables to include in output |