---
title: "#imbalanced-classification articles | Hashnode"
description: "Explore 1 articles tagged #imbalanced-classification on Hashnode. Tutorials, guides, and how-tos from the community."
url: "https://hashnode.com/tag/imbalanced-classification"
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# #imbalanced-classification

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[Mohamad Mahmood](https://hashnode.com/@mohamadrazzimy) · [Mar 31, 2025](https://hashnode.com/posts/handling-imbalanced-datasets-applying-smote-for-multiclass-classification/67ea6487f74bb71d6df05bd4)

### [Handling Imbalanced Datasets: Applying SMOTE for MultiClass Classification](https://hashnotes.hashnode.dev/handling-imbalanced-datasets-applying-smote-for-multiclass-classification?utm_source=hashnode&utm_medium=feed)

Handling imbalanced datasets, especially in multi-class classification problems, can be challenging. One popular technique for addressing this issue is the Synthetic Minority Over-sampling Technique (SMOTE). Here's an overview of how to apply SMOTE i...

8 min read · [hashnotes.hashnode.dev](https://hashnotes.hashnode.dev/handling-imbalanced-datasets-applying-smote-for-multiclass-classification?utm_source=hashnode&utm_medium=feed)
