Left: average magnitude and one standard deviation error bar for each feature (waveband) for correct and missed sources, per class. Error bars and lines are offset in the x-axis per feature for clarity. The resolved feature was also used in the model. The F₁ score is 0.990 for galaxies, 0.953 for quasars and 0.977 for stars. Right: histogram of the resolved_r parameter per class, for correct and missed sources.