Handling Severe Class Imbalance | Dataford Interview Questions - Dataford - Ace your Interview
Handling Severe Class Imbalance
Medium
Machine Learning
Asked at 2 companies2ExperimentationSupervised LearningFeature Engineering
Asked 1mo ago|Amazon
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Problem
Scenario
You are training a binary classifier where the positive class is much rarer than the negative class. A model with high accuracy may still be poor at finding the cases you care about.
Question
How would you handle a dataset with significant class imbalance?
Problem
Scenario
You are training a binary classifier where the positive class is much rarer than the negative class. A model with high accuracy may still be poor at finding the cases you care about.
Question
How would you handle a dataset with significant class imbalance?
Your answer
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