How fast does it grow

Machine Learning · from Polynomials and the bias-variance trade-off

PolynomialFeaturesinteractionsbiasvariancenegative R²degree

Putting the kettle on…

Starting up…

Exercise 1

How fast does it grow? Fit degree 1, 2 and 3 pipelines and return the number of features each one hands the model, as a list of ints.

your answer
stuck? the lesson behind it
Polynomials and the bias-variance trade-off
1,329 features, a training R² of 0.89, and a test R² of −1.02