Can Deep Learning Models Predict Compositional Outputs Without Log-Ratio Transformations? - Luciano Garim Garcia; Gabriel de Oliveira Ramos; Gabriel Tomasi de Melo; Elaine Dias Pires; Milene Freitas Figueiredo; Joselito Cabral Vazquez; Ariane Santos da Silveira (ICTAI, 2025)