---
title: "Discussion on \"Practical ML: Addressing Class Imbalance\" | Hashnode"
description: "Discussion on \"Practical ML: Addressing Class Imbalance\". Ever wondered why your machine learning model is failing to detect rare but critical events?\nPicture this: You're developing a model to diagnose a rare disease, but despite your best efforts, it keeps missing those crucial cases.\nThis isn't just frus..."
url: "https://hashnode.com/posts/practical-ml-addressing-class-imbalance/665f1f1af6ec05f67bc8db54"
---

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# [Practical ML: Addressing Class Imbalance](https://juancolamendy.hashnode.dev/practical-ml-addressing-class-imbalance?utm_source=hashnode&utm_medium=feed)

Ever wondered why your machine learning model is failing to detect rare but critical events? Picture this: You're developing a model to diagnose a rare disease, but despite your best efforts, it keeps missing those crucial cases. This isn't just frus...

Jun 4, 2024 · 8 min read · juancolamendy.hashnode.dev  
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-   [#machine-learning](https://hashnode.com/tag/machine-learning)
-   [#deep-learning](https://hashnode.com/tag/deep-learning)
-   [#artificial-intelligence](https://hashnode.com/tag/artificial-intelligence)
-   [#imbalaced-datasets](https://hashnode.com/tag/imbalaced-datasets)

## Written by

[Juan Carlos Olamendy](https://hashnode.com/@juancolamendy)

@juancolamendy · florida, usa

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

Senior AI Engineer | Building & Telling Stories about AI/ML Systems | Software Engineer

Senior AI Engineer | Building & Telling Stories about AI/ML Systems | Software Engineer

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