Icon

autoarima train_​test

Splits dataset into train and test sets. Perform auto arima on the training set to find p, d and q parameters. Use p, d and q parameters to forecast test set using 1 step expanding window forecast.

Options

Target column
Target column to forecast
Training set percentage
Training set percentage. Range from 0 to 1. Test set will be 1 - training set percentage

Input Ports

Icon
Time series data

Output Ports

Icon
Forecast values vs test set
Icon
Performance scored by numeric scorer
Icon
p, d and q parameters

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: 2022-03-22
Last update: 2024-12-17
Created with KNIME version: v4.5.1

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

Try NodePit Runner!