Creating models

In the Model creation step, you get sample models: one default regression model, one default decision tree model, and optionally by a benchmark model or models. During modeling, you can add more models and save them. A good practice is to create each type of model and compare their key characteristics.

Procedure

In the Model creation step, check the following data:

To verify the predictive performance achieved by the model based on the development set, check the Development set column.
To verify the predictive performance achieved by the model based on the test set, check the Test set column.
To verify the predictive performance achieved by the model based on the validation set, check the Validation set column.
To verify the number of predictors used in the model, check the # Predictors column.
To verify the list of predictors in the model, check the Predictors column.