Optimisation and Evaluation of Random Forests for Imbalanced Datasets

Julien Thomas, Pierre-Emmanuel Jouve, Nicolas Nicoloyannis. Optimisation and Evaluation of Random Forests for Imbalanced Datasets. In Floriana Esposito, Zbigniew W. Ras, Donato Malerba, Giovanni Semeraro, editors, Foundations of Intelligent Systems, 16th International Symposium, ISMIS 2006, Bari, Italy, September 27-29, 2006, Proceedings. Volume 4203 of Lecture Notes in Computer Science, pages 622-631, Springer, 2006. [doi]

Authors

Julien Thomas

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Pierre-Emmanuel Jouve

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Nicolas Nicoloyannis

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