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01_​AutoML_​Component_​via_​Interactive_​Views

Workflow

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.

autoMLautomated machine learningguided analyticsintegrated deployment
execute up-streambefore configurationTop : Train + Validation setsBottom : Test setAutoML Settings View Results View KNIME ServerConnection Data Access View Deploy Workflowto Server execute up-streambefore configurationTop : Train + Validation setsBottom : Test setAutoML Settings View Results View KNIME ServerConnection Data Access View Deploy Workflowto Server

Download

Get this workflow from the following link: Download

Resources

Nodes

01_​AutoML_​Component_​via_​Interactive_​Views consists of the following 1152 nodes(s):

Plugins

01_​AutoML_​Component_​via_​Interactive_​Views contains nodes provided by the following 21 plugin(s):