Oblique splits in artificial representative trees for random forests
Introduction: Artificial representative trees (ARTs) are an interpretation method for random forests where a single binary decision tree is generated as a surrogate model to be interpreted instead of the whole ensemble [ref:1]. While random forests, as an ensemble of binary decision trees, [for full text, please go to the a.m. URL]
Institutions
- University of Lübeck (DE)
Publication Details
- Journal
- German Medical Science (German Research Foundation)
- Published
- 2025-11-03
- DOI
- https://doi.org/10.3205/25gmds068
- Primary Topic
- Data Mining Algorithms and Applications
- Type
- article
- Field-Weighted Citation Impact
- 0.00