Numeric Binner (PMML)

This Node Is Deprecated — This version of the node has been replaced with a new and improved version. The old version is kept for backwards-compatibility, but for all new workflows we suggest to use the version linked below.
Go to Suggested ReplacementNumeric Binner (PMML)

For each column a number of intervals - known as bins - can be defined. Each of these bins is given a unique name (for this column), a defined range, and open or closed interval borders. They automatically ensure that the ranges are defined in descending order and that interval borders are consistent. In addition, each column is either replaced with the binned, string-type column, or a new binned, string-type column is appended.
If the optional PMML inport is connected and contains preprocessing operations in the TransformationDictionary the conversion operations of this node are appended.


Select Column:
First select a column (left side) and then use the "Add" button (right side) to create the desired number of bins. Each bin can be modified in the lower part of this panel once it has been selected. Each interval has to be defined independently or can be removed using the "Remove" button. Note that the range as well as the bin borders can be automatically adjusted, if necessary. The first bin's left and the last bin's right value are automatically defined to infinitely cover the entire numeric axes in this direction. Furthermore, each bin's left and right value can be included or excluded from this bin by selecting the desired bracket: '[' or ']'.
Append new column:
If selected, a new column name can be specified. This name is given to the new binned column that is appended to the table; the input column remains unchanged in the data.

Input Ports

Data to define bins
Optional PMML document to add the binning operations to.

Output Ports

Data with bins defined
PMML document containing binning parameters.

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