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Handle Imbalanced Classification Data

MediumMachine Learning00:00
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Your question is Handle Imbalanced Classification Data. Take a moment with it on the right.

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Problem

You are given a classification problem where the positive class is rare, and a model that looks good on accuracy can still miss most of the cases that matter.

Question

How would you handle imbalanced datasets in a classification problem?