Generating data analysis reports
Generate data, behavior, and population reports when you develop models in Prediction Studio.
- Read or save the report that opens.
In the Data analysis step, select a predictor or predictors for which you want to generate a report.
From the Reports drop-down list, select a report type:
- To analyze the fields and bins that assemble each category and the interval that distinguish positive cases from negative ones, click Data report.
- To analyze how the behavior of predictors varies across the grouped bins, click Behavior report.
- To analyze how the distributions of cases and behavior vary across the classes predicted by a model, and how the predictors it uses differ in the development and validation samples, click Population report.
In the report workspace that opens, analyze the data.
Download the report by clicking the Save button.
- Analyzing data
In the process of data analysis, you define a role for each predictor based on their predictive power and analyze them based on the known behavior of cases. Prediction Studio automatically prepares and analyzes every field (excluding outcome and weight) with two possible treatments for each field.