Predictor Screening Startup Panel - Advanced Tab
Select the Advanced tab of the Predictor Screening Startup Panel to access options to customize how the optimally binned predictors are sorted. Selection of variables along with graphical and tabular output and saving of variables for further analysis are based on the order defined by the selected criteria below.
| Element Name | Description |
|---|---|
| Sort Predictors for Categorical response | Use the options in this group box to specify the criterion for sorting the predictors for the specified categorical response variable. |
| Sort by Chi-square p-value | Select this option button to sort the predictors by Chi-square p-value in ascending order. |
| Sort by Chi-square value | Select this option button to sort the predictors by Chi-square value in descending order. |
| Sort Predictors for Binary response | Use the options in this group box to specify the criterion for sorting predictors for the specified binary response variable. |
| Sort by Gini coefficient | Select this option button to sort the predictors by the gini coefficient value in ascending order. |
| Sort by Information value | Select this option button to sort the predictors by the information value in descending order. |
| Sort Predictors for Continuous response | Use the options in this group box to specify the criterion for sorting predictors for the specified continuous response variable. |
| Sort by R-squared value | Select this option button to sort the predictors by the R-squared value in descending order. |
| Sort by F-statistic | Select this option to sort the predictors by the F-statistic value in descending order. |
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