Get startedGet started for free

Understanding confusion matrices

Given the following confusion matrix for a binary classifier:

Actual positive Actual negative
Predicted positive 30 10
Predicted negative 20 50

Which of the following statements is correct?

This exercise is part of the course

End-to-End Machine Learning

View Course

Hands-on interactive exercise

Turn theory into action with one of our interactive exercises

Start Exercise