no code implementations • 4 Jan 2023 • Natalie Lawrance, Marie-Anne Guerry, George Petrides
Many real-world classification problems are cost-sensitive in nature, such that the misclassification costs vary between data instances.
no code implementations • 14 Jul 2020 • George Petrides, Wouter Verbeke
Over the years, a plethora of cost-sensitive methods have been proposed for learning on data when different types of misclassification errors incur different costs.