Algorithm

Confusion Matrix

Description

A tabular visualization of the performance of an algorithm. Each row of the matrix represents the instances in a predicted class, while each column represents the instances in an actual class (or vice versa). It makes it easy to see if the system is confusing two classes.

\begin{bmatrix} TP & FP \\ FN & TN \end{bmatrix}

Use Cases

Model Debugging