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.Click here to download the material directly