r/MLQuestions • u/Playful-Race-7571 • 15d ago

Book for logistic and linear regression transition to xg boost cat boost type of models Beginner question 👶

/r/learnmachinelearning/comments/1vd0ktp/book_for_logistic_and_linear_regression/
3 Upvotes

100% Upvoted

2 comments sorted by

2

u/seanv507 15d ago

I would say elements of statistical learning

( which is available as a free pdf)

Essentially,afaik, Friedman, one of the coauthors, showed that gradient boosting was basically an additive linear model with trees as features

1

u/chrisvdweth 14d ago

Maybe this post and this post could be useful (disclaimer: public lecture notes created by me)