Feature Importance Analysis with SHAP I Learned at Spotify (with the Help of the Avengers)

Identifying top features and understanding how they affect prediction outcomes of machine learning models with SHAP

Khouloud El Alami
Towards Data Science
13 min readAug 23, 2023

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This article is one of a two-part piece documenting my learnings from my Machine Learning Thesis at Spotify. Be sure to also check out the second article on how I succeeded in significantly optimizing my model for this research.

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