UMAP visualisation for the results of the probabilistic RF classifier run on the most significant colour features based on PCA. Hexagons are colour-coded by probability of being a candidate red quasar. The overlaid scatter plot displays a random subset with symbols reflecting the empirical CC cut. Stars represent objects previously classified as red quasars. Circles are employed otherwise.