J48Consolidated: An implementation of CTC algorithm for WEKA

This web site contains the complete material related to the J48Consolidated classifier, an implementation of the CTC algorithm for WEKA.

If you want to access to the material, please fulfill the form appearing below. The information provided in the form will only be used for statistical purposes.

If you want to refer to CTC in a publication, please include next references in your work:

J.M. Pérez, J. Muguerza, O. Arbelaitz, I. Gurrutxaga, J.I. Martín. "Combining multiple class distribution modified subsamples in a single tree". Pattern Recognition Letters. Vol. 28, Issue 4, 414-422 (2007). doi:10.1016/j.patrec.2006.08.013

We have also written this paper including the notion of coverage:

Igor Ibarguren, J.M. Pérez, J. Muguerza, I. Gurrutxaga, O. Arbelaitz. "Coverage-based resampling: Building robust consolidated decision trees". Knowledge Based Systems (2015), Vol. 79, pp 51-67. doi:10.1016/j.knosys.2014.12.023.