accuracy, data-science, Machine Learning, machine-learning-ai

When Accuracy Lies: Rethinking Metrics in Imbalanced Multiclass Models

Accuracy doesn’t lie — but it doesn’t tell the whole truth either.1. IntroductionIn the world of AI, building Machine Learning (ML) models has become surprisingly easy, sprinkle in a bit of creativity, test a few architectures, and chances are you’ll g…