---
title: "Discussion on \"Classification with imbalanced data\" | Hashnode"
description: "Discussion on \"Classification with imbalanced data\". Consider the problem of predicting late passengers at the airport. Based on some statistics, only around 8% of passengers are considered late. Assuming the availability of good features like Age, Gender, Nationality, Country of residence, Walking dis..."
url: "https://hashnode.com/posts/classification-with-imbalanced-data/65b75f24c67659127cd30d8f"
---

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# [Classification with imbalanced data](https://thegradient.io/classification-with-imbalanced-data?utm_source=hashnode&utm_medium=feed)

Consider the problem of predicting late passengers at the airport. Based on some statistics, only around 8% of passengers are considered late. Assuming the availability of good features like Age, Gender, Nationality, Country of residence, Walking dis...

Jan 29, 2024 · 6 min read · thegradient.io  
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-   [#imbalanced](https://hashnode.com/tag/imbalanced)
-   [#classification](https://hashnode.com/tag/classification)

## Written by

[Mohsen Davarynejad](https://hashnode.com/@mdavarynejad)

@mdavarynejad · Delft, the Netherlands

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

Driving Innovation through Data

Mohsen is a seasoned optimization expert who takes a principal role in implementing and validating data science and artificial intelligence models. PhD in AI • Senior Consultant #MachineLearning #DataScience @BasicFitNL Previous: @Shell @LINKITGroup @FU\_Mashhad @TUDelft @ErasmusMC @DanielDenHoed @CapgeminiNL @KLM

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