---
title: "Discussion on \"Is the Model making right predictions? - Part 3 of 5 on Evaluation of Machine Learning Models\" | Hashnode"
description: "Discussion on \"Is the Model making right predictions? - Part 3 of 5 on Evaluation of Machine Learning Models\". When it comes to evaluating machine learning models, picking the right metric is like picking the right outfit for an occasion—it can make or break your impression. Sure, accuracy and precision-recall are great, but they sometimes fall short. AUC-ROC..."
url: "https://hashnode.com/posts/is-the-model-making-right-predictions-part-3-of-5-on-evaluation-of-machine-learning-models/6759984cfa22510b5d593e14"
---

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# [Is the Model making right predictions? - Part 3 of 5 on Evaluation of Machine Learning Models](https://japkeeratsingh.com/is-the-model-making-right-predictions-part-3-of-5-on-evaluation-of-machine-learning-models?utm_source=hashnode&utm_medium=feed)

When it comes to evaluating machine learning models, picking the right metric is like picking the right outfit for an occasion—it can make or break your impression. Sure, accuracy and precision-recall are great, but they sometimes fall short. AUC-ROC...

Dec 11, 2024 · 5 min read · japkeeratsingh.com  
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-   [#machine-learning](https://hashnode.com/tag/machine-learning)
-   [#machine-learning-models](https://hashnode.com/tag/machine-learning-models)
-   [#machine-learning-model-evaluation](https://hashnode.com/tag/machine-learning-model-evaluation)
-   [#aucroccurve](https://hashnode.com/tag/aucroccurve)
-   [#evaluation-metrics](https://hashnode.com/tag/evaluation-metrics)
-   [#model-evaluation](https://hashnode.com/tag/model-evaluation)

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[Japkeerat Singh](https://hashnode.com/@japkeerat)

@japkeerat · Toronto, CA

  
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I help companies make $$$ by developing AI-centric Products // Book a call with me @ japkeeratsingh.com/call

Hi, I am Japkeerat. I am working as a Machine Learning Engineer since January 2020, straight out of college. During this period, I've worked on extremely challenging projects - Security Vulnerability Detection using Graph Neural Networks, User Segmentation for better click through rate of notifications, and MLOps Infrastructure development for startups, to name a few. I keep my articles precise, maximum of 4 minutes of reading time. I'm currently actively writing 2 series - one for beginners in Machine Learning and another related to more advance concepts. The newsletter, if you subscribe to, will send 1 article every Thursday on the advance concepts.

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