Automated Modeling Node Algorithm Settings

For each model type, you can use the default settings, or you can choose options for each model type. The specific options are similar to those available in the separate modeling nodes, with the difference that rather than choosing one setting or another, you can choose as many as you want to apply in most cases. For example, if comparing Neural Net models, you can choose several different training methods, and try each method with and without a random seed. All possible combinations of the selected options will be used, making it very easy to generate many different models in a single pass. Use care, however, as choosing multiple settings can cause the number of models to multiply very quickly.

To choose options for each model type

1. On the automated modeling node, select the Expert tab.
2. Click in the Model parameters column for the model type.
3. From the drop-down menu, choose Specify.
4. On the Algorithm settings dialog, select options from the Options column.

Note: Further options are available on the Expert tab of the Algorithm settings dialog.