This is a simple demo workflows that shows the main capabilities and uses cases of the Conformal Prediction extension by Redfield.
The workflow contain 33 data sets prepared for regression tasks. The workflow demonstrates 2 approaches how conformal regression can be applied:
- "simple" where only one calibration table is built;
- "advanced" where multiple calibration tables are built and used with Calibration and Conformal Prediction loops;
Workflow
Conformal regression - overview
External resources
Used extensions & nodes
Created with KNIME Analytics Platform version 4.6.2
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