202412101934
Status: #idea
Tags: Basis Expansions
State: #nascient
Splines (Piecewise Polynomials)
A type of model used in Machine Learning where we augment the data with information about the region in which the model lies through the indicator function basis.
We then fit a model that best makes use of this new information to split polynomials to