Select the results to display for MARS® Regression

Predictive Analytics Module > MARS® Regression > Results

This command is available with the Predictive Analytics Module. Click here for more information about how to activate the module.

Select the tables that you want to display for the analysis.

Display information about the criterion to select the optimal model, model validation, the maximum number of basis functions to evaluate, and other information about the analysis.
Response information
Display descriptive statistics about the response variable, such as the mean and standard deviation.
Model summary
Display the statistics that describe the model. Includes the number of predictors, important predictors, the maximum number of basis functions, the optimal number of basis functions, and goodness-of-fit information about the model.
Regression equation
Display the basis functions in the model and a regression equation that combines the basis functions into a single representation.
Percent error statistics due to K% largest residuals; K=
Display the error statistics for both the training and test data for the largest residuals.
You can specify the percentage to display, 0 < K ≤ 100. K=20 is the default value, which means that up to 20% of the largest residuals are displayed.