Classification is a supervised learning technique of data mining. Good list of decision tree algorithms is available in the literature. This question is about the understanding of suitability of a particular algorithm for classification problems.
Henrique Rego Monteiro da Hora
Maybe it is the C4.5 algoritm. The weka software implements it under other name: J48.
http://www.cs.waikato.ac.nz/ml/weka/
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Ahmed Hamed
i think this video may help you it is about Bagged decision tree.
http://www.mathworks.com/videos/applying-multivariate-classification-in-the-life-sciences-with-statistics-toolbox-81659.html?form_seq=conf1218&confirmation_page&wfsid=5160112
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Andreu Sancho-Asensio
My two cents:
- XGBoost: https://github.com/tqchen/xgboost
- MultiBoost: www.multiboost.org
Probably the most accurate (and also fast). You have the source code available as free software.
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