Select and Construct (automated data preparation)

To improve the predictive power of your data, you can construct new fields based on the existing fields.

Perform feature selection. A continuous input is removed from the analysis if the p-value for its correlation with the target is greater than the specified p-value.

Perform feature construction. Select this option to derive new features from a combination of several existing features. The old features are not used in further analysis. This option only applies to continuous input features where the target is continuous, or where there is no target.

To Obtain Interactive Data Preparation

To Obtain Automatic Data Preparation