F-score as a function of the total number of observations. The results of the RNN model are shown in solid blue, while the values for the BRF are shown in diagonal hatched orange. The bins are not uniform as some of them were merged to increase the number of objects per bin. Bins with less than 20 examples were removed to avoid showing unrepresentative results. The vertical black lines show the standard deviation for each bin.