Synthetic Data Generator (Regression)

This component generates example data for a regression task based on the make_regression() function in the Python scikit-learn library.It is possible to control the strength of the linear relationship by adding noise into the generated predictor features.

For more information see the sklearn documentation:

scikit-learn.org/stable/modules/generated/sklearn.datasets.make_regression.html

Note: This component requires a Python environment. In this blog post we explain how to setup the KNIME Python extension:

knime.com/blog/setting-up-the-knime-python-extension-revisited-for-python-30-and-20

Output ports

1. Type: Table
   Port 1
   Regression Data