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10 Most Common Yet Confusing Machine Learning Model Names

Clarifying the Confusion for a Deeper Understanding

Angela and Kezhan Shi
Towards Data Science
16 min readMar 24, 2023

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Naming things can be tricky, and sometimes words and concepts don’t quite match up. There are many examples of misnomers in various fields of knowledge: strawberries are not actually berries, a starfish is not actually a fish, and a shooting star is not a star.

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data science and machine learning enthusiasts, dedicated to simplifying complex concepts in a clear way.