Hi, I am using some classifiers in RWeka packages and met a couple problems. (1) J48 implements C45 classifier, the C45 should be able to handle missing values in both training set and test set. But I found the J48 classifier can not be evaluated on test set with missing values--it just ignore them. (2) The ensemble classifiers in RWeka such as bagging and boosting: there is a control argument as "W" to describe which base classifier should be used. I use "W=J48" to boost C45 tree, but I am not sure how to down size the tree to be a "weak" learner. Based on what I observed, the default boosted J48 tree gets worse performance. Thanks for any discussion and help, Li [[alternative HTML version deleted]]