Classical Machine Learning
Keep the kernel coefficients in check
A journey through kernel ridge regression with Botie.
Classical Machine Learning · A journey with Botie
First visit? Learn the workshop controlsBotie's notebook
Could We Keep Ridge Regression and Give It Richer Features?
Part 1 of 3
Ridge regression gives us a controlled way to fit a relationship, but the features we supply still limit what it can express. Adding many transformed features may help, while also making the explicit feature table expensive to construct.