Interpreting Random Forest Classification Models Using a Feature Contribution Method

Anna Palczewska, Jan Palczewski, Richard Marchese Robinson, Daniel Neagu. Interpreting Random Forest Classification Models Using a Feature Contribution Method. In Thouraya Bouabana-Tebibel, Stuart H. Rubin, editors, Integration of Reusable Systems [extended versions of the best papers which were presented at IEEE International Conference on Information Reuse and Integration and IEEE International Workshop on Formal Methods Integration, San Francisco, CA, USA, August 2013]. Volume 263 of Advances in Intelligent Systems and Computing, pages 193-218, Springer, 2013. [doi]

Abstract

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