Serge Aurubin

SERGE AURUBIN

DATA SCIENTIST

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Cost-sensitive learning in scikit-learn

Data School

May 23, 2024   1

If your dataset has significant class imbalance, the "cost" may differ between the two types of prediction errors. In this lesson, you’ll learn how to use cost-sensitive learning to adjust the model to better match your priorities.

P.S. This is a lesson from my NEW course, "Master Machine Learning with scikit-learn." You can enroll here: https://courses.dataschool.io/master-machine-learning-with-scikit-learn

For all paid courses, I offer location-based discounts (up to 75%) to people in 160+ countries. Check your discount here: https://courses.dataschool.io/discounts

Enroll in a FREE Data Science course here: https://courses.dataschool.io/free-courses

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