Groups the selected columns per row and aggregates their cells using the selected aggregation method. To change the name of the n…

Converts numbers in a column (or a set of columns) to strings. Note that for an advanced configuration, such as rounding or repre…

This node joins two tables in a database-like way. The join is based on the joining columns of both tables.

Replaces cells in a column according to dictionary table (2nd input). The node has two inputs: The first input contains a target …

This node determines the most specific type in the configured string columns and changes the column types accordingly. The type o…

Rename column names or change their types. The dialog allows you to change the name of individual columns by editing the text fie…

Renames all columns based on a regular expression search & replace pattern. The search pattern is a regular expression, possibly …

Adds/replace a column containing a single constant value in each row.

Scans the data and updates the possible values list and/or the min- and max values of selected columns. This node is useful when …

Scans the data and updates the possible values list and/or the min- and max values of selected columns. This node is useful when …

Converts doubles in a column (or a set of columns) to integers.

Converts doubles in a column (or a set of columns) to integers.

Adds (and/or sorts) possible values given by the 2nd data table to the domain of equally named columns of the 1st input table. Th…

Resorts and/or inserts interactively possible values to the domain of a certain column of the input table. This allows the config…

This node allows to group numeric data in intervals - called bins. The bins are defined in the PMML Model. This node is typically…

This node allows to group numeric data in intervals - called bins. There are two naming options for the bins and two methods whic…

Categorizes values in a column according to a dictionary table with min/max values. The table at the first input contains a colum…

This node takes a binning (discretization) model and a data table as input and bins (discretizes) the columns of the input data a…

This node implements the CAIM binning (discretization) algorithm according to Kurgan and Cios (2004) URL:http://citeseer.ist.psu.…

For each column a number of intervals - known as bins - can be defined. Each of these bins is given a unique name (for this colum…