“…Moreover, the variables with importance to the projection (VIP) were determined in some of these studies. Gills odor, spot on pupil, abdominal odor, eye color, iris color, gills color, eye shape, abdominal color, pupil, eye transparency, and surface appearance appear to be the most important variables to describe fish sensory freshness during storage (Araújo, De Lima, Peixoto Joele, & Lourenço, 2017;Borges et al, 2013Borges et al, , 2014Lanzarin et al, 2016;Ritter et al, 2016;Vázquez-Sánchez, García, Galvão, & Oetterer, 2020). The standard errors, differently from the R 2 , presented a wide range, from 0.34 to 6.25.…”