Vapnik-Chervonenkis (VC) Dimension

The Vapnik–Chervonenkis (VC) dimension is a core concept in machine learning theory, listed as a topic in the syllabus for introductory Machine Learning courses. It is defined as a measure of a model's capacity. This concept is crucial for guiding th...