Binary quantification and dataset shift: an experimental investigation

MINECO (Ministerio de Economía y Competitividad) and FEDER (Fondo Europeo de Desarrollo Regional), grant PID2019-110742RB-I00 (MINECO/FEDER), and by Campus de Excelencia Internacional in collaboration with Santander Bank in the framework of the fnancial aid for mobility of excellence for teachers and researchers at the University of Oviedo. The work by the 2nd and 3rd authors has been supported by the SoBigData++ project, funded by the European Commission (Grant 871042) under the H2020 Programme INFRAIA-2019-1, by the AI4Media project, funded by the European Commission (Grant 951911) under the H2020 Programme ICT-48-2020, and by the SoBigData.it, FAIR, and QuaDaSh (P2022TB5JF) projects funded by the Italian Ministry of University and Research under the NextGenerationEU program.