Analyzing and configuring predictors
Review the data and confirm the initial treatment of predictors.
- In the Data analysis step, click the predictor that you want to analyze.
-
On the predictor workspace, click a tab for the stage that you want to view:
- To view detailed information on such data as name, role, type, and description, click Properties.
-
To view raw distribution for each interval on the
Graphical
view
tab or the
Tabular view
tab, click
Raw distribution.
Use raw distirbution data to compare the distribution of values and the behavior and robustness of predictors in the selected sample.
- To view the symbolic or numeric binning of predictors, click Binning.
- To view combined values and ranges based on the similarity of behavior of the fields, click Grouping.
- Confirm your changes by clicking Submit.
- Create models for further analysis. See Developing models.
- In case unknown behavior is captured in the data, analyze and handle the issues. See Outcome inferencing.