This workflow trains a linear regression model that predicts the amount of a credit. The performance of the linear regression model is evaluated with the Numeric Scorer node. The assumptions of the linear regression model are checked in a parallel workflow branch. In this branch we check for the linear correlation between independent columns, heteroscedasticity of the residuals, and normality of the residuals.
Workflow
Numeric Scorer Node
External resources
Used extensions & nodes
Created with KNIME Analytics Platform version 5.3.2
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