Português
Lab-grown price estimates: an interpretation
Event Title
XXXI Meeting of the Portuguese Association for Classification and Data Analysis (JOCLAD 2025)
Year (definitive publication)
2025
Language
English
Country
Portugal
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Abstract
This study aims to understand how lab-grown diamond prices are formed. We
rely on the results of Supervised Learning techniques and resort to specific
measures of the relative importance of predictors and Shapley values.
Acknowledgements
This research was supported by Funda¸c˜ao para a Ciˆencia e a Tecnologia,
grant UIDB/00315/2020 (DOI: 10.54499/UIDB/00315/2020).
Keywords
Supervised Learning,Relative importance of predictors,Shapley values,Labgrown diamonds,Diamonds’ prices
