What is a Confusion Matrix?

The confusion matrix is capable of giving the researchers detailed information about how a machine learning classifier has performed with respect to the target classes in the dataset. A confusion matrix will demonstrate display examples that have been properly classified against misclassified examples. Let's take a deeper look at how a confusion matrix is structured and how it can be interpreted. What Is A Confusion Matrix? Let's start by giving a simple definition of a confusion matrix.