37 citations · 47 across the 15 of their papers we have counts for
3 papers · 1 filter
Multi-domain performance analysis with scores tailored to user preferences
Sébastien Piérard, Adrien Deliège, Marc Van Droogenbroeck
The performance of algorithms, methods, and models tends to depend heavily on the distribution of cases on which they are applied, this distribution being specific to the applicati…
What Is the Optimal Ranking Score Between Precision and Recall? We Can Always Find It and It Is Rarely
Sébastien Piérard, Adrien Deliège, Marc Van Droogenbroeck
Ranking methods or models based on their performance is of prime importance but is tricky because performance is fundamentally multidimensional. In the case of classification, prec…
A Methodology to Evaluate Strategies Predicting Rankings on Unseen Domains
Sébastien Piérard, Adrien Deliège, Anaïs Halin +1
Frequently, multiple entities (methods, algorithms, procedures, solutions, etc.) can be developed for a common task and applied across various domains that differ in the distributi…