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Handle Highly Imbalanced Classes

MediumMachine Learning00:00
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Problem

You are given a classification dataset where the positive class is rare and matters most. The goal is to train a model that does not ignore the minority class.

Question

How would you handle a dataset with highly imbalanced classes?