Work

Oblique splits in artificial representative trees for random forests

Year: 2025

Type: conference-paper

Abstract: 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]

Source: German Medical Science (German Research Foundation)

DOI: 10.3205/25gmds068

Authors: Laabs, Björn-Hergen, Bakare, Janet, Szymczak, Silke

Institution: University of Lübeck

Language: English

Topic: Explainable Artificial Intelligence (XAI)

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: green

OpenAlex ID: W7103886880

FWCI:

Cites:

Cited by:

Related to: