A Unique Way Of Visualising Confusion Matrix — Sankey Chart

Author(s): Hrishikesh Patel

Originally published on Towards AI.

Go Sankey for Less Confusion!

This member-only story is on us. Upgrade to access all of Medium.

Image by the author

A confusion matrix in machine learning conveniently summarizes a model’s performance. However, when communicating with non-technical stakeholders, the confusion matrix might seem unintuitive U+1F914. So what’s the fix — create a Sankey diagram.

Sankey diagram representing a binary confusion matrix (image by the author

The above image illustrates the Sankey diagram for a typical binary confusion matrix. In the diagram,

The rectangle boxes on the left show True classes whereas the right counterparts show Predicted classes.The green color highlights correct classifications and the red color is for misclassifications.What’s a… Read the full blog for free on Medium.

Join thousands of data leaders on the AI newsletter. Join over 80,000 subscribers and keep up to date with the latest developments in AI. From research to projects and ideas. If you are building an AI startup, an AI-related product, or a service, we invite you to consider becoming a sponsor.

Published via Towards AI