Stepwise Induction of Multi-target Model Trees

Author:

Appice Annalisa,Džeroski Saso

Publisher

Springer Berlin Heidelberg

Reference11 articles.

1. Blockeel, H., Raedt, L.D., Ramon, J.: Top-down induction of clustering trees. In: Shavlik, J. (ed.) Proceedings of the 15th International Conference on Machine Learning, pp. 55–63. Morgan Kaufmann, San Francisco (1998)

2. Draper, N.R., Smith, H.: Applied regression analysis. John Wiley & Sons, Chichester (1982)

3. Karalic, A.: Linear regression in regression tree leaves. In: Proceedings of International School for Synthesis of Expert Knowledge, Slovenia, pp. 151–163 (1992)

4. Malerba, D., Esposito, F., Ceci, M., Appice, A.: Top down induction of model trees with regression and splitting nodes. IEEE Transactions on Pattern Analysis and Machine Intelligence 26(5), 612–625 (2004)

5. Struyf, J., Dzeroski, S.: Constraint based induction of multi-objective regression trees. In: Bonchi, F., Boulicaut, J.-F. (eds.) Workshop on Knowledge Discovery in Inductive Databases, pp. 222–233 (2005)

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