S3Mining: A model-driven engineering approach for supporting novice data miners in selecting suitable classifiers

•S3Mining framework for supporting novice data miners is proposed.•Model-driven engineering and scientific workflow standards are used by S3Mining framework.•Know-how of expert data miners is used to recommend novice data miners which algorithms to apply.•Meta-data (meta-features) is used to better...

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Veröffentlicht in:	Computer standards and interfaces 2019-07, Vol.65, p.143-158
Hauptverfasser:	Espinosa, Roberto, García-Saiz, Diego, Zorrilla, Marta, Zubcoff, José Jacobo, Mazón, Jose-Norberto
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Classification Classifiers Data mining Feasibility studies Knowledge base Knowledge management Meta-learning Miners Model-driven Model-driven engineering Novice data miners Utilities Workflow
Online-Zugang:	Volltext
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