---
title: "Discussion on \"A Comprehensive Guide to Stratified K-Fold Cross-validation for Unbalanced Data\" | Hashnode"
description: "Discussion on \"A Comprehensive Guide to Stratified K-Fold Cross-validation for Unbalanced Data\". Introduction\nHave you ever found yourself in a situation where your machine learning model struggles to perform well on classes with fewer samples?\nIt's a scary scenario because some classes dominate others, skewing your model's ability to learn fair..."
url: "https://hashnode.com/posts/a-comprehensive-guide-to-stratified-k-fold-cross-validation-for-unbalanced-data/660c1ea58f39195419fae5e1"
---

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# [A Comprehensive Guide to Stratified K-Fold Cross-validation for Unbalanced Data](https://juancolamendy.hashnode.dev/a-comprehensive-guide-to-stratified-k-fold-cross-validation-for-unbalanced-data?utm_source=hashnode&utm_medium=feed)

Introduction Have you ever found yourself in a situation where your machine learning model struggles to perform well on classes with fewer samples? It's a scary scenario because some classes dominate others, skewing your model's ability to learn fair...

Apr 2, 2024 · 4 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)
-   [#cross-validation](https://hashnode.com/tag/cross-validation)

## 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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