Outlier treatment

This component detects outliers using the Numeric Outlier node with default settings. For selected columns it replaces outliers with missing values.
The table view in the components shows outlier metrics and when selected show the distribution by groupings of the selected nominal features.
The default setting is set to "off" and has to be changed in the component composite view in order to be activated.

Input ports

1. Type: Table
   Port 1
   Input table.

Output ports

1. Type: Table
   Port 1
   Output table with missing values for detected outliers (only for selected columns). The column order from the input table is retained in the output table.

External resources

• Outlier icons created by Freepik - Flaticon