Christoph Molnar

iml: An R package for Interpretable Machine Learning

Christoph Molnar · The Journal of Open Source Software · 2018 · 716 citations · Full text

Computing, Computer Science, Machine Learning +16

TNF blockers inhibit spinal radiographic progression in ankylosing spondylitis by reducing disease activity: results from the Swiss Clinical Quality Management cohort

Christoph Molnar, Almut Scherer, Xenofon Baraliakos et al. · Annals of the Rheumatic Diseases · 2017 · 258 citations · Full text

Medicine, Radiology, Clinical Epidemiology +12

Model-agnostic feature importance and effects with dependent features: a conditional subgroup approach

Christoph Molnar, Gunnar König, Bernd Bischl et al. · Data Mining and Knowledge Discovery · 2023 · 106 citations · Full text

Computing, Computer Science, Machine Learning +15

Beyond prediction: methods for interpreting complex models of soil variation

Alexandre M.J.‐C. Wadoux, Christoph Molnar · Geoderma · 2022 · 87 citations

Agriculture, Earth Sciences, Soil Sciences +15

Interpretable Machine Learning – A Brief History, State-of-the-Art and Challenges

Christoph Molnar, Giuseppe Casalicchio, Bernd Bischl · Communications in computer and information science · 2020 · 64 citations · Full text

Computing, Computer Science, Artificial Intelligence +16