@inbook{efc47b820f004fe9bf0468673c95f093,
title = "Relationship between loss functions and confirmation measures",
abstract = "In the paper, we present the relationship between loss functions and confirmation measures. We show that population minimizers for weighted loss functions correspond to confirmation measures. This result can be used in construction of machine learning methods, particularly, ensemble methods.",
author = "K. Dembczynski and Salvatore Greco and W. Kotlowski and R. Slowinski",
year = "2007",
doi = "10.1007/978-3-540-72530-5_40",
language = "English",
isbn = "9783540725299",
volume = "4482",
series = "Lecture notes in computer science",
publisher = "Springer",
number = "4482",
pages = "338--345",
editor = "A. An and J. Stefanowski and S. Ramanna and C. Butz and W. Pedrycz and G. Wang",
booktitle = "Rough sets, fuzzy sets, data mining and granular computing: proceedings of the 11th international conference",
edition = "4482",
}