Block Forests: random forests for blocks of clinical and omics covariate data

by Roman Hornung, Marvin N. Wright
Published 2019-06-01

ranger: A Fast Implementation of Random Forests for High Dimensional Data in C++ and R

by Marvin N. Wright, Andreas Ziegler
Published 2017-03-01

Splitting on categorical predictors in random forests

by Marvin N. Wright, Inke R. König
Published 2019-02-01

Random forest as a generic framework for predictive modeling of spatial and spatio-temporal variables

by Tomislav Hengl, Madlene Nussbaum, Marvin N. Wright, Gerard B.M. Heuvelink, Benedikt Gräler
Published 2018-08-01

SoilGrids250m: Global gridded soil information based on machine learning.

by Tomislav Hengl, Jorge Mendes de Jesus, Gerard B M Heuvelink, Maria Ruiperez Gonzalez, Milan Kilibarda, Aleksandar Blagotić, Wei Shangguan, Marvin N Wright, Xiaoyuan Geng, Bernhard Bauer-Marschallinger, Mario Antonio Guevara, Rodrigo Vargas, Robert A MacMillan, Niels H Batjes, Johan G B Leenaars, Eloi Ribeiro, Ichsani Wheeler, Stephan Mantel, Bas Kempen
Published 2017-01-01