Numerical

This category contains 9 nodes.

Beta Distributed Assigner 

Assigns a value based on the class column. This value is beta distributed.

Counter Generation 

Adds a new column with a counter to the input data table.

Gamma Distributed Assigner 

Assigns a value based on the class column. This value is gamma distributed.

Gaussian Distributed Assigner 

Assigns a value based on the class column. This value is Gaussian distributed as defined in the configuration by its mean and standard deviation.

Quasirandom Sequence Generator (Apache) 

A quasirandom sequence consist of multiple numerical dimensions which will the space more uniformly than independently generated dimensions.

Random Number Assigner 

Assigns a value based on the class column. This value is uniformly distributed between given min. and max.

Random Number Assigner (Apache) 

Generates a new column with values from the selected distribution.

Time Series Generator 

Creates a time series of length n (depending on the number of rows in the input data) using one of the four templates.

Visual 2D Data Generator 

Create two-dimensional data by manually dabbing them into a coordinate system.