Early bird discount

For a hands-on learning experience to develop Agentic AI applications, join our Agentic AI Bootcamp today.

Register →

Introduction to the confusion matrix in classification

Rebecca Merrett

A confusion matrix, also known as an error matrix, uses a special table to help visualize the performance of your classification model. That way, you can easily see how successful your model was when predicting the class.

What you’ll learn

  • Overview of what a confusion matrix is, how to create your matrix, and why you should use it
  • True positives and negatives, target classes, and predictive models

Ready to go deeper?

Join 20,000+ professionals who've accelerated their careers through Data Science Dojo's hands-on bootcamps.