randGauss function in the Factory

The randGauss function returns a normally distributed random column with the specified number of elements. If the number of elements is specified, a random column with n (=number of rows) elements is created.

Parameters

randGauss(n, seed, mean, stddev)

Parameter

Description

n

The number of rows to fill with random values. Its default value corresponds to the number of rows of the dataset.

seed

A base value, used to generate random values. It makes the random generation deterministic.

mean

0 as default, it is the normal distribution’s mean.

stddev

1 as default, it is the normal distribution’s standard deviation.


Example

The following example uses the Students Performance dataset.

This example isn’t based on a real scenario, it only explains how to use the function.

Description

Screenshot

In this example, we want to add a new column and to fill the first 20 rows with a seed of 2, using the randGauss function.

Add a new column and type the following formula: randGauss(20,2)

No mean and stddev have been specified.