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) doi:10.1007/978-3-030-25820-7 Denuit, M., Hainaut, D., Trufin, J. (2019) doi:10.1007/978-3-030-57556-4 Denuit, M., Hainaut, D., Trufin, J. (2019) doi:10.1007/978-3-030-25827-6 Denuit, M., Hainaut, D., Trufin, J. (2022) doi:10.1080/03461238.2022.2037016 Denuit, M., Huyghe, J., Trufin, J. (2022) Denuit, M., Trufin, J., Verdebout, T. (2022) .
github.com/GiregWillame/BT/ | |
Bug report | File report |