Question: Which of the following best describes a confusion matrix in classification tasks?

Sat, 18 Apr 2026 09:33:52 +0000

Which of the Following Best Describes a Confusion Matrix in Classification Tasks? In machine learning classification tasks, evaluating a model’s performance is crucial to understanding its strengths and weaknesses. One of the most essential tools for this evaluation is the confusion matrix—a powerful, intuitive table that illustrates the performance of a classification algorithm by comparing predicted labels against actual labels. But which of the following best describes a confusion matrix? Let’s break it down. ---