78 citations
2 papers
cs.LG2024★ 78 cited
Implementing local-explainability in Gradient Boosting Trees: Feature Contribution
Ángel Delgado-Panadero, Beatriz Hernández-Lorca, María Teresa García-Ordás +1
Gradient Boost Decision Trees (GBDT) is a powerful additive model based on tree ensembles. Its nature makes GBDT a black-box model even though there are multiple explainable artifi…
physics.soc-ph2008★ 35 cited
Community structures and role detection in music networks
T. Teitelbaum, P. Balenzuela, P. Cano +1
We analyze the existence of community structures in two different social networks obtained from similarity and collaborative features between musical artists. Our analysis reveals…