How can I run fitensemble with the 'RUSBoost' method

2 views (last 30 days)
Hi,
I was trying to run the example for the classification with imbalanced data provided in the 'Ensemble Methods' (<http://www.mathworks.com/help/stats/ensemble-methods.html#btgw1m1)>.
I downloaded the forestcover dataset, partition the data, and then tried to run the following lines of codes: t = ClassificationTree.template('minleaf',5); rusTree = fitensemble(covtype(istrain,:),Y(istrain),'RUSBoost',1000,t,'LearnRate',0.1,'nprint',100);
However, I get the this error: "Error using fitensemble (line 292) You cannot fit an ensemble for RUSBoost because it is not an ensemble method."
Someone can help? Thanks, V.

Answers (0)

Products

Community Treasure Hunt

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

Start Hunting!