Machine Learning Fundamentals
VC Dimension
A measure of model capacity - the largest set of points a model can shatter (classify in all possible ways).
This concept is essential for understanding machine learning fundamentals and forms a key part of modern AI systems.
Related Concepts
- Model Capacity
- Learning Theory
- Generalization
Tags
machine-learning-fundamentals model-capacity learning-theory generalization