2 papers
cs.HC2026
NCP: Neighborhood-Preserving Non-Uniform Circle Packing for Visualization
Duan Li, Jun Yuan, Xinyuan Guo +4
Circle packing is widely used in visualization due to its aesthetic appeal and simplicity, particularly in tasks where the spatial arrangement and relationships between data are of…
cs.LG2024
RuleExplorer: A Scalable Matrix Visualization for Understanding Tree Ensemble Classifiers
Zhen Li, Weikai Yang, Jun Yuan +6
The high performance of tree ensemble classifiers benefits from a large set of rules, which, in turn, makes the models hard to understand. To improve interpretability, existing met…