Ridge regularization for lsboost regression


Dear all,
I would like to know if "Ridge regularization, i.e., L2" is applicable to the LSBoost regression model or not. After searching the MATLAB documentation, I found code only for "Lasso (L1) regularization."
For example:
t = templateTree(Reproducible=true);
bag = fitrensemble(X,Y,Method="Bag",NumLearningCycles=300,Learners=t);
bag = regularize(bag,Lambda=[0.001 0.1],Verbose=1);
Best regards,
Anusha Sridharan
Anusha Sridharan on 27 Nov 2023
Hi @Farzad, we have moved your question to MATLAB Answers, where a wider support audience is available to help you:

Tags

No tags entered yet.