Jones, Payton J.; Mair, Patrick; Simon, Thorsten; Zeileis, Achim Network trees: a method for recursively partitioning covariance structures. (English) Zbl 1477.62344 Psychometrika 85, No. 4, 926-945 (2020). MSC: 62P15 PDFBibTeX XMLCite \textit{P. J. Jones} et al., Psychometrika 85, No. 4, 926--945 (2020; Zbl 1477.62344) Full Text: DOI
Au, Timothy C. Random forests, decision trees, and categorical predictors: the “absent levels” problem. (English) Zbl 1467.62111 J. Mach. Learn. Res. 19, Paper No. 45, 30 p. (2018). MSC: 62H30 62C25 62J02 PDFBibTeX XMLCite \textit{T. C. Au}, J. Mach. Learn. Res. 19, Paper No. 45, 30 p. (2018; Zbl 1467.62111) Full Text: arXiv Link
Philipp, Michel; Zeileis, Achim; Strobl, Carolin A toolkit for stability assessment of tree-based learners. (English) Zbl 1462.62039 Colubi, Ana (ed.) et al., Proceedings of COMPSTAT 2016 – 22nd international conference on computational statistics, Oviedo, Spain, August 23–26, 2016. The Hague: International Statistical Institute; The Hague: International Association for Statistical Computing. 315-325 (2016). MSC: 62-08 PDFBibTeX XMLCite \textit{M. Philipp} et al., in: Proceedings of COMPSTAT 2016 -- 22nd international conference on computational statistics, Oviedo, Spain, August 23--26, 2016. The Hague: International Statistical Institute; The Hague: International Association for Statistical Computing. 315--325 (2016; Zbl 1462.62039)