Researcher Profile

Marvin N. Wright

🏛 Leibniz Institute for Prevention Research and Epidemiology – BIPS Bremen Germany

Publications

8,498

Citations

Co-Authors

Active Years

Publications

Journal Article WIREs Data Mining and Knowledge Discovery Jan 28, 2019

Hyperparameters and tuning strategies for random forest

Philipp Probst · Marvin N. Wright · Anne‐Laure Boulesteix

10.1002/widm.1301 1,369 citations

Open Access Journal Article PeerJ Aug 29, 2018

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

Tomislav Hengl · Madlene Nussbaum · Marvin N. Wright · Gerard B.M. Heuvelink +1 more

10.7717/peerj.5518 783 citations

Journal Article Journal of Statistical Software Jan 01, 2017

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

Marvin N. Wright · Andreas Ziegler

10.18637/jss.v077.i01 2,658 citations

Open Access Journal Article PLoS ONE Feb 16, 2017

SoilGrids250m: Global gridded soil information based on machine learning

Tomislav Hengl · Jorge Mendes de Jesus · Gerard B. M. Heuvelink · Maria Ruiperez Gonzalez +15 more

10.1371/journal.pone.0169748 3,589 citations

Journal Article Expert Systems with Applications Nov 01, 2016

On the use of Harrell’s C for clinical risk prediction via random survival forests

Matthias Schmid · Marvin N. Wright · Andreas Ziegler

10.1016/j.eswa.2016.07.018 99 citations

Publication Timeline

2019

2018

2017

2016

Frequent Co-Authors

2×

2×

1×

1×

1×

1×

Gerard B. M. Heuvelink

1×

Mario Antonio Guevara

1×

Matthias Schmid

1×

Aleksandar Blagotić

1×