Silke Janitza

Publication Activity (10 Years)

Years Active: 2012-2018
Publications (10 Years): 2

Top Topics

Base Classifiers

Regression Forests

Top Venues

WIREs Data Mining Knowl. Discov.

Briefings Bioinform.

Comput. Stat. Data Anal.

Publications

Silke Janitza, Ender Celik, Anne-Laure Boulesteix
A computationally fast variable importance test for random forests for high-dimensional data. Adv. Data Anal. Classif. 12 (4) (2018)
Silke Janitza, Gerhard Tutz, Anne-Laure Boulesteix
Random forest for ordinal responses: Prediction and variable selection. Comput. Stat. Data Anal. 96 (2016)
Anne-Laure Boulesteix, Silke Janitza, Alexander Hapfelmeier, Kristel Van Steen, Carolin Strobl
Letter to the Editor: On the term 'interaction' and related phrases in the literature on Random Forests. Briefings Bioinform. 16 (2) (2015)
Silke Janitza, Carolin Strobl, Anne-Laure Boulesteix
An AUC-based permutation variable importance measure for random forests. BMC Bioinform. 14 (2013)
Anne-Laure Boulesteix, Silke Janitza, Jochen Kruppa, Inke R. König
Overview of random forest methodology and practical guidance with emphasis on computational biology and bioinformatics. WIREs Data Mining Knowl. Discov. 2 (6) (2012)