Example of the models’ output of the classification probabilities as a function of the number of observations for the Pan-STARRS1 DSCT_SXPHE star 86363087019643005. The symbols on the lower axis identify the filters used for each observation. Filter g is represented with a green circle, r with a red square, i with an orange triangle, z with a purple cross, and y with a blue diamond. The model’s main confusion was among DSCT_SXPHE (blue solid line) and the RRc class (orange dashed line). The rest of the classes, represented as Other (green dotted line) are assigned a low probability.