2 papers
cs.HC2026
ShapDBM: Exploring Decision Boundary Maps in Shapley Space
Luke Watkin, Daniel Archambault, Alex Telea
Decision Boundary Maps (DBMs) are an effective tool for visualising machine learning classification boundaries. Yet, DBM quality strongly depends on the dimensionality reduction (D…
cs.CG2023
EulerMerge: Simplifying Euler Diagrams Through Set Merges
Xinyuan Yan, Peter Rodgers, Peter Rottmann +3
Euler diagrams are an intuitive and popular method to visualize set-based data. In a Euler diagram, each set is represented as a closed curve, and set intersections are shown by cu…