Density plot of HSC-SSP r band magnitude against GAMA spectroscopic redshift for the 3366 training galaxies, both merging and non-merging, binned by r band magnitude and redshift. Blue bins have fewer galaxies and red bins have a larger number of galaxies. Left and upper panels show the r magnitude and redshift distributions, respectively, of the non-merger (red) and merger (blue) galaxies.