In these cases, it is likely that the most probable point is slightly outside the region, but that the largest part of the probability mass is still inside the correct region.
we tested another approach: we defined the predicted dialect region as the one in which the average probability is higher than   the average probability in any other region: This metric effectively boosts the performance on the smaller regions, but comes at a cost for larger regions (Table 7).