Performing final data analysis
Perform the final selection of predictors.
- In the Final data analysis step, confirm the final grouping of bins.
- Optional: To group predictors, click Show groups.
- Click the predictor that you want to analyze.
- On the predictor workspace, click a tab that you want to view:
- To view initial grouping, click Preliminary grouping.
- To view and update the final grouping data, click Final grouping.
For more information on configuring the grouping options, see Grouping options for predictors. - Confirm the treatment of predictors by reviewing the change in the predictive power of predictors as they are binned, inferred if cases with the unknown behavior are present, and grouped.
-
In the
Deselect predictors with performance below
field, enter
the minimum performance value for a predictor to be included in the set.
Predictors with an Area Under the Curve (AUC) of less than 51.00 are weak, which means they are not reliable.
- Confirm your updates by clicking Save.
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