AutoML Regression and Classification Examples

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.

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Adapted from:

https://hub.knime.com/s/ifIPg5Pr0hCk62GS

External resources

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