Performing final data analysis

Perform the final selection of predictors.

  1. Confirm the final grouping of bins.

    Use the analyze functionality to confirm the final grouping of bins. These options are similar to the ones in Analyzing and configuring predictors.

  2. Confirm the treatment of predictors.

    Review the change in the predictive power of predictors as they are binned, inferred if cases with the unknown behavior are present, and grouped.

  3. Deselect weak predictors by clicking the Deselect predictors with performance below spin box.

    Predictors with an Area Under the Curve (AUC) of less than 51.00 are weak, which means they are not reliable.