Data Science, Machine Learning

How to Compare a Classification Model to a Baseline

A ready-to-run tutorial in Python and scikit-learn to evaluate a classification model compared to a baseline model

Angelica Lo Duca
Towards Data Science
6 min readFeb 18, 2024

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Photo by Kier in Sight Archives on Unsplash

The other day, I had to understand if my classification algorithm's performance was decent. I had obtained a…

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Researcher | +50k monthly views | I write on Data Science, Python, Tutorials, and, occasionally, Web Applications | Book Author of Comet for Data Science