Quality of Labeled Data in Machine Learning: Common Sense and the Controversial Effect for User Behavior Models

Intelligent systems today are increasingly required to predict or imitate human perception and behavior. In this, feature-based Machine Learning (ML) models are still common, since collecting appropriate training data from human subjects for the data-hungry Deep Learning models is costly. Considerab...

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Bibliographic Details
Main Authors: Maxim Bakaev, Vladimir Khvorostov
Format: Article
Language:English
Published: MDPI AG 2023-05-01
Series:Engineering Proceedings
Subjects:
Online Access:https://www.mdpi.com/2673-4591/33/1/3