---
title: "Discussion on \"What's the point of the confusion matrix?\" | Hashnode"
description: "Discussion on \"What's the point of the confusion matrix?\". [26]\nIntroduction\nA Confusion Matrix is an N x N matrix used for evaluating the performance of a classification model, where N is the number of target classes. The matrix compares the actual target values with those predicted by the machine learning ..."
url: "https://hashnode.com/posts/whats-the-point-of-the-confusion-matrix/6767af47275a7e769f6aff41"
---

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# [What's the point of the confusion matrix?](https://pranavbawg.hashnode.dev/whats-the-point-of-the-confusion-matrix?utm_source=hashnode&utm_medium=feed)

\[26\] Introduction A Confusion Matrix is an N x N matrix used for evaluating the performance of a classification model, where N is the number of target classes. The matrix compares the actual target values with those predicted by the machine learning ...

Dec 22, 2024 · 6 min read · pranavbawg.hashnode.dev  
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-   [#confusion-matrix](https://hashnode.com/tag/confusion-matrix)
-   [#classifiction-metrics](https://hashnode.com/tag/classifiction-metrics)
-   [#precision](https://hashnode.com/tag/precision)
-   [#recall](https://hashnode.com/tag/recall)
-   [#f1-score](https://hashnode.com/tag/f1-score)

## Written by

[Pranav Bawgikar](https://hashnode.com/@pranavbawg)

@pranavbawg · Bengaluru, India

  
[View profile](https://hashnode.com/@pranavbawg)

System Engineer @ Nuclei

Hiya 👋 I'm Pranav. I'm a recent computer science grad who loves punching keys, napping while coding and lifting weights. This space is a collection of my journey of active learning from blogs, books and papers.

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