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Approximate Decision Tree Induction over Approximately Engineered Data Features

We propose a simple SQL-based decision tree induction algorithm which makes its heuristic choices how to split the data basing on the results of automatically generated analytical queries. We run this algorithm using standard SQL and the approximate SQL engine which works on granulated data summarie...

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Detalles Bibliográficos
Autores principales: Ślęzak, Dominik, Chądzyńska-Krasowska, Agnieszka
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7338164/
http://dx.doi.org/10.1007/978-3-030-52705-1_28

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