Class imbalance should not throw you off balance: Choosing the right classifiers and performance metrics for brain decoding with imbalanced data

Philipp Thlkea,b, Yorguin Jose Mantilla Ramosa,c, Hamza Abdelhedia,
Charlotte Maschkea,d, Arthur Dehgana,h, Yann Harela, Anirudha Kemtura,
Loubna Mekki Berradaa, Myriam Sahraouia, Tammy Younga,e, Antoine
Bellemare Ppina,f, Clara El Khantoura, Mathieu Landrya, Annalisa
Pascarellag, Vanessa Hadida, Etienne Combrissonh, Jordan O;Byrnea,
Karim Jerbia,i,