Model Simulation View Component with a Custom Regression Model

This workflow shows how to use the "Model Simulation View" component. A XGBoost Linear Regression model is used here, it can be replaced with any other regression model (Learner and Predictor nodes).

The key of this example is the “Model Simulation View” component, verified and developed by the KNIME Team. Use this component to interactively execute the model on a user-defined input for testing or deployment purposes. The component and the resulting data app can be deployed on KNIME Server for any user to interact with via web browser.

The "Model Simulation View" component can also work with custom models trained and captured via the KNIME Integrated Deployment Extension.

External resources

• Wine Data
• KNIME Verified Components - KNIME.com
• Guided Automation: a more complex AutoML example with KNIME Software
• KNIME Integrated Deployment - KNIME.com