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Machine Learning

The Dangers of “Perfect” Accuracy in Machine Learning: Overfitting

Let’s face it: Few things are more deceptive in machine learning than a model that shows 99% (or even 100%) accuracy. Sure, on the surface, that number looks impressive. But just like a picture-perfect date, something might feel a little off, and often, it is. That sparkling accuracy figure? It could be creating a false […]