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Settings for the Predictor grouping step

You change these settings to affect the Predictor grouping step. The settings include the names of the sections that are displayed for the step and the default values for particular options.

Setting	Description
Grouping parameters
Grouping level	Specify 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.

Setting

Description

Grouping parameters

Grouping level

Specify 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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