MATLAB Answers

Is there any implementation of XGBoost algorithm for decision trees in Matlab?

434 views (last 30 days)
Roberto on 13 Oct 2018
Commented: Bernhard Suhm on 4 Sep 2020
I've found other boosting algos available in fitensemble and fitcensemble options but not XGBoost. Any chance to find it somewhere else? Thanks
Bernhard Suhm
Bernhard Suhm on 4 Sep 2020
As stated in the article Michelle referred you to, XGBoost is not an algorithm, just an efficient implementation of gradient boosting in Python. MATLAB supports gradient boosting, and since R2019b we also support the binning that makes XGBoost very efficient. You activate the binning with the NumBins name-value parameter to the fit*ensemble functions.

Sign in to comment.

Answers (2)

Jeffrey van Prehn
Jeffrey van Prehn on 23 May 2020
Please see: (2 functions to train and test xgboost models). The examples are for classification, but xgboost can also be used for regression. The functions are wrappers for the xgboost.dll library.

Redha Almahdi
Redha Almahdi on 19 Oct 2018
Hi Roberto,
I am looking for XGBoost matlab based implementation as well. PLease if you get any let me know.

Sign in to comment.

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!

Translated by