Icon

05_​Cohen's_​Kappa_​for_​Evaluating_​Classification_​Models

There has been no title set for this workflow's metadata.

This workflow demonstrates how Cohen's kappa can be used to evaluate the performance of a classification model when dealing with imbalanced data. We also show how Cohen's kappa obtains greater values not only due to better model performance, but also because of a more balanced target class distribution.

URL: Cohen's Kappa: Learn It, Use It, Judge It https://www.knime.com/blog/cohens-kappa-an-overview
URL: Scoring Metrics eBook https://www.knime.com/knimepress/scoring-metrics-evaluating-machine-learning-models

Nodes

Extensions

Links