01_AutoML_Component_via_Interactive_Views
AutoML Component via Interactive Views
This application is a simple example of AutoML with KNIME Software for binary and multiclass classification. The key of this example is the AutoML Component verified and developed by the KNIME Team. This Component (in green) uses the extension KNIME Integrated Deployment in order to train several models and combine them with other nodes and output a deployment workflow. The other Components (in blue) offer interactive views to control the AutoML process from any web browser via the KNIME WebPortal on KNIME Server.
The workflow also works locally on KNIME Analytics Platform. Make sure to use "Apply and Close" in bottom-right corner of each view.
Nodes
Extensions
- FeatureKNIME Base nodes
- FeatureKNIME Basic File System Connectors
- FeatureKNIME Data Generation
- FeatureKNIME Database
- FeatureKNIME Deep Learning - Keras Integration
- Show all 18 modules
Links
- KNIME Integrated Deployment - KNIME.comwww.knime.com/integrated-deployment
- a more complex AutoML example with KNIME Softwarekni.me/w/eAGfGtEAIr-1iYR-
- Deploying an AutoML Application with Guided Analytics - KNIME Blogwww.knime.com/blog/integrated-deployment-deploying-an-automl-application-with-guided-analytics
- Automated Machine Learning - KNIME Blogwww.knime.com/blog/integrated-deployment-blog-series-episode-3-automated-machine-learning