User-Based Active Learning

Active learning has been proven a reliable strategy to reduce manual efforts in training data labeling. Such strategies incorporate the user as oracle: the classifier selects the most appropriate example and the user provides the label. While this approach is tailored towards the classifier, more in...

Ausführliche Beschreibung

Bibliographische Detailangaben

Hauptverfasser:	Seifert, C, Granitzer, M
Format:	Tagungsbericht
Sprache:	eng
Schlagworte:	active learning Data models Data visualization Entropy information visualization Labeling Training Uncertainty user behavior Visualization
Online-Zugang:	Volltext bestellen
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