Concepts2
📚TheoryAdvanced
VC Dimension
VC dimension measures how many distinct labelings a hypothesis class can realize on any set of points of a given size.
#vc dimension#vapnik chervonenkis#shattering+12
📚TheoryIntermediate
Bias-Variance Tradeoff
The bias–variance tradeoff explains how prediction error splits into bias squared, variance, and irreducible noise for squared loss.
#bias variance tradeoff#mse decomposition#polynomial regression+12