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

Abstract

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Aesthetic Assessment of Free-Form Space Structures Using Machine Learning Based on the Expert’s Experiences

“…Ciesielski et al [13] found images with high aesthetic value using feature extraction methods from machine learning based on two image databases rated by humans. A number of research studies, referenced as [14][15][16][17][18][19], have been carried out concerning machine learning in relation to free-form surface structures. Some of these articles have emphasized aesthetics as their main area of interest.…”