Search Results for author: George Petrides

Found 2 papers, 0 papers with code

Cost-Sensitive Stacking: an Empirical Evaluation

no code implementations4 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.

Classification

Misclassification cost-sensitive ensemble learning: A unifying framework

no code implementations14 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.

Ensemble Learning

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