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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...
Autores principales: | Blockeel, Hendrik, Devos, Laurens, Frénay, Benoît, Nanfack, Géraldin, Nijssen, Siegfried |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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Materias: | |
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 |
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