FeatureEnVi : Visual Analytics for Feature Engineering Using Stepwise Selection and Semi-Automatic Extraction Approaches

The machine learning (ML) life cycle involves a series of iterative steps, from the effective gathering and preparation of the data-including complex feature engineering processes-to the presentation and improvement of results, with various algorithms to choose from in every step. Feature engineerin...

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Veröffentlicht in:	IEEE transactions on visualization and computer graphics. - 1996. - 28(2022), 4 vom: 06. Apr., Seite 1773-1791
1. Verfasser:	Chatzimparmpas, Angelos (VerfasserIn)
Weitere Verfasser:	Martins, Rafael M, Kucher, Kostiantyn, Kerren, Andreas
Format:	Online-Aufsatz
Sprache:	English
Veröffentlicht:	2022
Zugriff auf das übergeordnete Werk:	IEEE transactions on visualization and computer graphics
Schlagworte:	Journal Article Research Support, Non-U.S. Gov't