BT

(Adaptive) Boosting Trees Algorithm

CRAN Package

Performs (Adaptive) Boosting Trees for Poisson distributed response variables, using log-link function. The code approach is similar to the one used in 'gbm'/'gbm3'. Moreover, each tree in the expansion is built thanks to the 'rpart' package. This package is based on following books and articles Denuit, M., Hainaut, D., Trufin, J. (2019) Denuit, M., Hainaut, D., Trufin, J. (2019) Denuit, M., Hainaut, D., Trufin, J. (2019) Denuit, M., Hainaut, D., Trufin, J. (2022) Denuit, M., Huyghe, J., Trufin, J. (2022) Denuit, M., Trufin, J., Verdebout, T. (2022).


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