Merger probability distributions for HSC-SDSS (upper) and HSC-GAMA (lower) cross-matched galaxies predicted using our fine-tuned model. Note that in both cases, more galaxies lie in an unclear range (merger probability 0.2 − 0.5) for non-mergers than “confident” non-mergers (merger probability 0 − 0.1). However, we find that many of the mergers identified are confident (merger probability > 0.8).