Tuesday, November 11, 2008

Decision tree and cross validation (continued)

In a previous tutorial, we compare the implementation of the decision tree induction and cross validation evaluation performances with three programs: TANAGRA, ORANGE and WEKA.

In this paper, we extent the same framework for the comparison of three new programs: R 2.7.2, KNIME 1.3.51 and RAPIDMINER Community Edition.

Keywords: supervised learning, decision tree, classification tree, classifier assessment
Components: Supervised learning, C-RT, Cross validation
Tutorial: en_Tanagra_Validation_Croisee_Suite.pdf
Dataset: heart.zip