KNIME Data Science Learnathon - Group 2B - (Optional) External ML Library, AutoML and XAI (Solution)

The data science learnathon is a workshop where participants divide in 3 groups: prepare data, train and test the model, deploy the model.
This is the group to train the model.

Solution to the optional tasks for Group 2 in KNIME Data Science Learnathon

- Apply a cross validation loop to a classification model
- Train a classification model with an external tool (H2O)
- Perform AutoML and XAI with verified components

External resources

• KNIME Learning Center - KNIME.com
• eXplainable AI (XAI) - KNIME Press
• eXplainable AI (XAI) - KNIME Blog
• Automated Machine Learning - KNIME Blog
• Models via External Integration - KNIME Blog
• H2O Machine Learning - KNIME Blog