Model Building Summary (linear models)

Figure 1. Model Building Summary view
Model Building Summary showing the step at which predictor was added
  1. Click the Model Building Summary view thumbnail; it is the second-to-last view.

This view provides more details of how the final predictors were selected. At each step, the predictor that resulted in the greatest reduction in the information criterion was added, in the following order:

  1. claim_type_transformed, which from the Automatic Data Preparation view we know is Type of claim with merged categories,
  2. coverage_transformed, which is Amount of coverage in thousands with outliers trimmed,
  3. uninhabitable, which is Property uninhabitable (untransformed),
  4. townsize_transformed, which is Size of hometown with merged categories.

Next