Numeric Outliers (Apply)

This node treats outliers in the input data according to the parameters of the model input (typically coming from the Numeric Outliers node). It detects and treats the outliers of all columns in the input data that are also contained in the model input. The detection of the outliers in the input data relies solely on the rules learned by the model.

If required, the node automatically updates the domain of the outlier columns as defined by the input model. Given the case that the node is executed in streaming mode no domain updates will be performed.

Note that all observations belonging to groups not seen by the model will be considered non-outliers.