Interaction forests: Identifying and exploiting interpretable quantitative and qualitative interaction effects
Work
Year: 2022
Type: article
Abstract: Although interaction effects can be exploited to improve predictions and allow for valuable insights into covariate interplay, they are given limited attention in analysis. Interaction forests are a v... more
Authors Roman Hornung, Anne‐Laure Boulesteix
Cites: 35
Cited by: 22
Related to: 10
FWCI: 2.888
Citation percentile (by year/subfield): 58.44
Subfield: Artificial Intelligence
Field: Computer Science
Domain: Physical Sciences
Sustainable Development Goal Life on land
Open Access status: hybrid
APC paid (est): $3,340
Grant ID BO3139/6-2