JCDT: Java Credal Decision Tree

Package for WEKA

Installation

Download WEKA (WEKA 3.8.0 at least) for your system from: http://www.cs.waikato.ac.nz/ml/weka/index.html .

Execute WEKA, from the main GUI Chooser select Tools->Package Manager. The package can be installed using the url: http://flanagan.ugr.es/weka/JCDT.zip by selecting File/URL at the top right of the package manager (Unofficial section).

After installation you may need to reopen WEKA.

You can use the CDT (Credal Decision Tree) classifier under the tree section.

Credal Decision Tree (CDT)

The CDT is a decision tree learner based on imprecise probabilities and uncertainty measures. See:

 
	J. Abellán, S. Moral
        Building classification trees using the total uncertainty criterion
        Int. J. Intell. Syst., 18 (12) (2003), pp. 1215–1225

The Java implementation of the CDT is open source software issued under the GNU General Public License.

Download

You may download JCDT.zip version 1.0.1 in .zip format (for WEKA's Package Manager). Tested in WEKA 3.8.X and 3.9.X .

Versions

You may download or copy the URL of:

• JCDT.zip version 1.0.1 for WEKA >= 3.8.0 .

• JCDT.zip version 0.9.1 for WEKA >= 3.7.3 .

Any questions?

Please feel free to contact me if you have any questions: fjgc@decsai.ugr.es