1 code implementation • 22 Mar 2024 • Olaya Pérez-Mon, Alejandro Moreo, Juan José del Coz, Pablo González
Quantification, also known as class prevalence estimation, is the supervised learning task in which a model is trained to predict the prevalence of each class in a given bag of examples.
no code implementations • 31 Dec 2023 • Alejandro Moreo, Pablo González, Juan José del Coz
Several disciplines, like the social sciences, epidemiology, sentiment analysis, or market research, are interested in knowing the distribution of the classes in a population rather than the individual labels of the members thereof.
no code implementations • 7 Jun 2019 • Robin Senge, Juan José del Coz, Eyke Hüllermeier
Classifier chains have recently been proposed as an appealing method for tackling the multi-label classification task.