Acknowledgements
We thank gratefully Charles Elkan for providing us with his codes of ada-boosted Naive Bayes, on which our implementation is based, and Ross Quinlan for his C4.5 codes. These codes were used for non-commercial purpose in the paper. We also thank reviewers who provided useful comments.