Juan Gabriel Colonna, João Gama, Eduardo Freire Nakamura. How to Correctly Evaluate an Automatic Bioacoustics Classification Method. In Oscar Luaces, José A. Gámez, Edurne Barrenechea, Alicia Troncoso, Mikel Galar, Héctor Quintián, Emilio Corchado, editors, Advances in Artificial Intelligence - 17th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2016, Salamanca, Spain, September 14-16, 2016. Proceedings. Volume 9868 of Lecture Notes in Computer Science, pages 37-47, Springer, 2016. [doi]