VIF Filter

Component to calculate VIF in Python.

Options

Columns to be included
Select columns to be kept. Only numeric columns will be considered for VIF calculation and filtering.
Target Variable
Select target variable (will be kept untouched):
VIF Threshold (default: 5)
Maximum Variance Inflation Factor (VIF) for columns to be kept.

Input Ports

Icon
Input table

Output Ports

Icon
Input table with filtered columns

Nodes

Extensions

Links

Download

To use this component in KNIME, download it from the below URL and open it in KNIME:

Download Component
On NodePit since: 2023-06-22
Last update: 2024-05-01
Created with KNIME version: v4.7.2

Deploy, schedule, execute, and monitor your KNIME workflows locally, in the cloud or on-premises – with our brand new NodePit Runner.

Try NodePit Runner!