Parallax measurements for the candidates of the member training set, selected based on proper motions and colors (black dots). The dotted orange line represents the weighted average of the parallaxes, and the shaded area marks the ±1σ range. The red crosses mark the sources that were excluded from the final member training set (see text for the details of the criterion we applied).