A principled two-step method for example-dependent cost binary classification Conference Contributions

authors

MEDIAVILLA RELAÑO, JAVIER
GUTIERREZ LOPEZ, AITOR
LAZARO TEJA, MARCELINO
FIGUEIRAS VIDAL, ANIBAL RAMON

event

International Work-Conference on the Interplay between Natural and Artificial Computation (IWINAC 2019)

event place

ALMERIA

participation category

COMUNICACIÓN

main title

From Bioinspired Systems and Biomedical Applications to Machine Learning: 8th International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2019, Almería, Spain, June 3&-7, 2019, Proceedings, Part II

edition country

SUIZA

publisher

SPRINGER NATURE LIMITED

publication date

2019

start page

13

end page

22

series title / series number

Lecture Notes in Computer Science

issue

11487

Digital Object Identifier (DOI)

https://doi.org/10.1007/978-3-030-19651-6_2

keywords

bregman divergences; classification; example-dependent cost; imbalanced data; neural networks