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Predictor grouping settings

Suggest edit Updated on March 11, 2021

You change these settings to affect the Predictor grouping step of the predictive model configuration process that is described in Grouping predictors. The settings include the names of the sections that are displayed for the step and the default values for particular options.

SettingDescription
Grouping parameters
Grouping levelSpecify a value between 0 and 1 to set the default grouping level.
Sequencing Set a default sequencing option for predictors.
Aspect-oriented
Orders the groups by similarity starting with the most powerful group. This option is useful when you want to develop transparent models. They are easy to visualize, it is easy to see how they are built.
Performance-oriented
Orders the groups by the performance of the best predictor in each group. This option is useful when you want to develop smaller models first and then increase the number of predictors.
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