Understanding machine learning model evaluation metrics — Part 4

Navigating the Metrics Landscape: A Comprehensive Guide to Evaluating Classification Models in Machine Learning

Ayush Gupta
6 min readDec 2, 2023

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Introduction

In the previous articles, we introduced various metrics to evaluate performance of a model typically used in classification problems and regression problems. You can find these here: Part 1, Part 2 and Part 3. In this article, we will focus on some more common metrics that are used to…

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Ayush Gupta

I write about Software Engineering, Data Science, Productivity and Personal Growth | Sharing lessons learnt during 5+ years in the industry