AutoML Regression and Classification Examples

This application is a simple example of AutoML with KNIME Software for regression and classification tasks. The key of this example is the “AutoML (Regression)” and “AutoML” components, verified and developed by the KNIME Team. The components (in green) use the extension KNIME Integrated Deployment in order to train several models and combine them with other nodes and output a deployment workflow.

External resources

• KNIME Integrated Deployment - KNIME.com
• Guided Automation: a more complex AutoML example with KNIME Software
• KNIME Verified Components - KNIME.com
• Ames Iowa Housing Data
• Bike Sharing Dataset
• Auto MPG Data Set
• Diabetes Data
• Titanic Data
• Iris Data
• Wine Data
• Census Income Data