Stephan Seifert

According to our database, Stephan Seifert authored at least 5 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

Exploitation of surrogate variables in random forests for unbiased analysis of mutual impact and importance of features.

Lucas F. Voges, Lukas C. Jarren, Stephan Seifert

Bioinform., August, 2023

Opening the random forest black box by the analysis of the mutual impact of features.

Lucas F. Voges, Lukas C. Jarren, Stephan Seifert

CoRR, 2023

2020

Integrating biological knowledge and gene expression data using pathway-guided random forests: a benchmarking study.

Stephan Seifert, Sven Gundlach, Olaf Junge, Silke Szymczak, Luigi Martelli

Bioinform., 2020

2019

Surrogate minimal depth as an importance measure for variables in random forests.

Stephan Seifert, Sven Gundlach, Silke Szymczak

Bioinform., 2019

Evaluation of variable selection methods for random forests and omics data sets.

Frauke Degenhardt, Stephan Seifert, Silke Szymczak

Briefings Bioinform., 2019