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Towards Data Science
Sunday, June 28, 2026
Ari Joury, PhD

I Pitted XGBoost Against Logistic Regression on 358 Matches. The Boring Model Won.

I Pitted XGBoost Against Logistic Regression on 358 Matches. The Boring Model Won.
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A concrete bias–variance lesson: why the smallest model had the best cross-validated fit, and how to know when to reach for the big hammer.

The post I Pitted XGBoost Against Logistic Regression on 358 Matches.

The Boring Model Won.

appeared first on Towards Data Science.

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