---
title: "Discussion on \"Why Your ML Model Is Either Stubborn or Paranoid and How to Fix It\" | Hashnode"
description: "Discussion on \"Why Your ML Model Is Either Stubborn or Paranoid and How to Fix It\". A conversation-driven guide to bias, variance, bagging, and boosting for engineers who've read the dartboard analogy five times and still aren't sure what to do about it."
url: "https://hashnode.com/posts/why-your-ml-model-is-either-stubborn-or-paranoid-and-how-to-fix-it/69fe9fb434e1da948dcef02c"
---

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# [Why Your ML Model Is Either Stubborn or Paranoid and How to Fix It](https://blogs.thearjun.com/why-your-ml-model-is-either-stubborn-or-paranoid-and-how-to-fix-it?utm_source=hashnode&utm_medium=feed)

A conversation-driven guide to bias, variance, bagging, and boosting for engineers who've read the dartboard analogy five times and still aren't sure what to do about it.

May 9 · 7 min read · blogs.thearjun.com  
Updated May 11  
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-   [#machine-learning](https://hashnode.com/tag/machine-learning)
-   [#data-science](https://hashnode.com/tag/data-science)
-   [#ai-model-optimization](https://hashnode.com/tag/ai-model-optimization)
-   [#xgboost](https://hashnode.com/tag/xgboost)
-   [#random-forest](https://hashnode.com/tag/random-forest)
-   [#ai-engineering](https://hashnode.com/tag/ai-engineering)

## Written by

[Arjun Adhikari](https://hashnode.com/@arjunadhikari101)

@arjunadhikari101 · Pokhara, Nepal

  
[View profile](https://hashnode.com/@arjunadhikari101)

Every day is a new day to learn.

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