Lost in Too Many Dimensions? Understanding the Curse of Dimensionality in AI
Imagine you’re trying to describe a single apple. You might use a few features: its color, size, weight, and maybe its texture. Now, imagine trying to describe every single pixel in a high-resolution image of that apple. Suddenly, you have…