Buchumschlag

Learning to Quantify

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This open access book provides an introduction and an overview of learning to quantify (a.k.a. "quantification"), i.e. the task of training estimators of class proportions in unlabeled data by means of supervised learning. In data science, learning to quantify is a task of its own related...

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Bibliographische Detailangaben
1. Verfasser: Esuli, Andrea (auth)
Weitere Verfasser: Fabris, Alessandro (auth), Moreo, Alejandro (auth), Sebastiani, Fabrizio (auth)
Format: Elektronisch Buchkapitel
Sprache:Englisch
Veröffentlicht: Cham Springer Nature 2023
Schriftenreihe:The Information Retrieval Series 47
Schlagworte:
Information retrieval
Data mining
Machine learning
Information Retrieval
Machine Learning
Supervised Learning
Data Mining
Prevalence Estimation
Class Prior Estimation
Data Science
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