Galaxy images and associated feature importance heatmaps for sixteen galaxies at z < 0.15. The sixteen galaxies comprise of four TP galaxies with frac_merger ≈ 0.76, four TP galaxies with frac_merger ≈ 0.99, four FP galaxies with frac_merger ≈ 0.76, and four FP galaxies with frac_merger ≈ 0.99, as indicated in the upper left corners of the galaxy images. The panels to the right of the galaxy images contain the heat maps for feature importance, with pixels that when obscured cause the galaxy to have lower frac_merger in dark purple and pixels that cause the galaxy to have a higher frac_merger in light yellow. The orange line in the colour bar indicates the frac_merger of the un-occluded galaxy.