Binner

Groups numeric columns into discrete intervals, known as bins. This node supports both automatic and manual binning methods, including equal-width, equal-frequency, custom cutoffs, and quantile-based binning. Each bin is assigned a label based on its position, boundary values, or midpoint. The resulting binned values are output as string-type columns, either replacing the original data or appended alongside it.

Input ports

1. Type: Table
   Input Data
   Data to be categorized

Output ports

1. Type: Table
   Binned Data
   Data with bins defined
2. Type: PMML
   PMML Processing Fragment
   The PMML Model fragment containing information how to bin