What does this project do?

It's an implementation of the Rotation Forest Algorithm from paper from Kuncheva and Rodríguez, 2016. It's a MCS (Multiple Classifier Systems) and it's result is compared with the bagging MCS (Bootstrap AGGregatING from BREIMAN, 1996).

The training an classification stages are run. It's tested using an 10-fold cross validation process.

Before Run

• Add all folders to Matlab path

• PRTools C4.5 Decision Tree is used.

• Download PRTools and add it's folder to the root folder of this project, and add to Matlab's path.

  http://37steps.com/prtools5-intro/

  http://prtools.org

  Or unzip the prtools5.zip file at the project.

Run

• Execute testRotationForest.m