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Imbalanced classes: why 99% accuracy can mean your model is useless
Imagine building a fraud detection system that achieves 99% accuracy . Your dashboard looks excellent. Your stakeholders are impressed. The model passes testing and gets deployed.
Imagine building a fraud detection system that achieves 99% accuracy . Your dashboard looks excellent. Your stakeholders are impressed. The model passes testing and gets deployed.