July 30, 2023, 12:28 p.m. | Shivamshinde

Towards AI - Medium pub.towardsai.net

This article will teach you the different performance measures used in machine learning classification tasks. The article will also cover the correct usage of those performance measures.

Photo by Kolleen Gladden on Unsplash

Let’s start with the question: what is meant by a performance measure?

In the context of machine learning, we can consider the performance measures as a measuring tool that will tell us how good our trained model is.

Usually, “accuracy” is considered a standard measure of performance. …

article classification confusion-matrix context machine machine learning performance precision recall usage

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