R package rotationForest: Fit and Deploy Rotation Forest Models. Fit and deploy rotation forest models (”Rodriguez, J.J., Kuncheva, L.I., 2006. Rotation forest: A new classifier ensemble method. IEEE Trans. Pattern Anal. Mach. Intell. 28, 1619-1630 <doi:10.1109/TPAMI.2006.211>”) for binary classification. Rotation forest is an ensemble method where each base classifier (tree) is fit on the principal components of the variables of random partitions of the feature set.
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References in zbMATH (referenced in 3 articles )
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- Aggarwal, Charu C.: Machine learning for text (2018)
- Bogaert, Matthias; Ballings, Michel; Van den Poel, Dirk: Evaluating the importance of different communication types in romantic tie prediction on social media (2018)
- Bogaert, Matthias; Ballings, Michel; Hosten, Martijn; Van den Poel, Dirk: Identifying soccer players on Facebook through predictive analytics (2017)