Decision trees: from efficient prediction to responsible AI

This article provides a birds-eye view on the role of decision trees in machine learning and data science over roughly four decades. It sketches the evolution of decision tree research over the years, describes the broader context in which the research is situated, and summarizes strengths and weakn...

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Detalles Bibliográficos
Autores principales: Blockeel, Hendrik, Devos, Laurens, Frénay, Benoît, Nanfack, Géraldin, Nijssen, Siegfried
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Artificial Intelligence
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10411911/
https://www.ncbi.nlm.nih.gov/pubmed/37565044
http://dx.doi.org/10.3389/frai.2023.1124553

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10411911/
https://www.ncbi.nlm.nih.gov/pubmed/37565044
http://dx.doi.org/10.3389/frai.2023.1124553

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