Machine Learning & Training

What Is the Curse of Dimensionality?

The curse of dimensionality refers to the problems that arise when data has a very large number of features. As dimensions increase, data points become sparse and distances between them become less meaningful, making learning harder. Dimensionality reduction and feature selection help counter these effects.