Random Planted Forest: a directly interpretable tree ensemble

29 December 2020

Papers citing "Random Planted Forest: a directly interpretable tree ensemble"

7 / 7 papers shown

Title
Hidden Variables unseen by Random Forests Ricardo Blum M. Hiabu E. Mammen J. T. Meyer 49 0 0 19 Jun 2024
Learning a Decision Tree Algorithm with Transformers Yufan Zhuang Liyuan Liu Chandan Singh Jingbo Shang Jianfeng Gao 44 5 0 06 Feb 2024
Consistency of Random Forest Type Algorithms under a Probabilistic Impurity Decrease Condition Ricardo Blum M. Hiabu E. Mammen J. T. Meyer 15 2 0 04 Sep 2023
Shapley Curves: A Smoothing Perspective Ratmir Miftachov Georg Keilbar Wolfgang Karl Härdle FAtt 40 1 0 23 Nov 2022
Unifying local and global model explanations by functional decomposition of low dimensional structures M. Hiabu Josephine T. Meyer Marvin N. Wright FAtt 27 19 0 12 Aug 2022
A Random Forest Guided Tour Gérard Biau Erwan Scornet AI4TS 158 2,733 0 18 Nov 2015
ranger: A Fast Implementation of Random Forests for High Dimensional Data in C++ and R Marvin N. Wright A. Ziegler 113 2,735 0 18 Aug 2015