---
title: "Discussion on \"Zero to Neuron Series 7: Evaluation Metrics in Machine Learning: The Ultimate Guide\" | Hashnode"
description: "Discussion on \"Zero to Neuron Series 7: Evaluation Metrics in Machine Learning: The Ultimate Guide\". Master Regression, Classification, and Clustering metrics (MAE, RMSE, F1, AUC, Silhouette) with Python code, formulas, and visualizations."
url: "https://hashnode.com/posts/evaluation-metrics-in-machine-learning-the-ultimate-guide/6991f01d7399e58021701482"
---

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# [Zero to Neuron Series 7: Evaluation Metrics in Machine Learning: The Ultimate Guide](https://importarun-dl.hashnode.dev/evaluation-metrics-in-machine-learning-the-ultimate-guide?utm_source=hashnode&utm_medium=feed)

Master Regression, Classification, and Clustering metrics (MAE, RMSE, F1, AUC, Silhouette) with Python code, formulas, and visualizations.

Feb 15 · 9 min read · importarun-dl.hashnode.dev  
Updated Feb 20  
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-   [#machine-learning](https://hashnode.com/tag/machine-learning)
-   [#data-science](https://hashnode.com/tag/data-science)
-   [#python](https://hashnode.com/tag/python)
-   [#metrics](https://hashnode.com/tag/metrics)
-   [#artificial-intelligence](https://hashnode.com/tag/artificial-intelligence)

## Written by

[Arun Kumar](https://hashnode.com/@importarun)

@importarun · Chennai, Tamil Nadu, India

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

In pursuit of the signal within the noise.

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