Titlebook: Integration of Reusable Systems; Thouraya Bouabana-Tebibel,Stuart H. Rubin Book 2014 Springer International Publishing Switzerland 2014 Fo

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Interpreting Random Forest Classification Models Using a Feature Contribution Method,tterns represent a standard behaviour of the model and allow for an additional assessment of the model reliability for new data. Interpretation of feature contributions for two UCI benchmark datasets shows the potential of the proposed methodology. The robustness of results is demonstrated through a