Is this word borrowed? An automatic approach to quantifythe likeliness of borrowing in social media
Table 5: Overall macro and micro precision/recall. Best results are marked in bold.
['Measure', 'Baseline', '[ITALIC] UUR']
Thus, the precision and recall as per the definition are also the same. We observe that while in the SB bucket both the baseline and UUR perform equally well, for all the other buckets UUR massively outperforms the baseline. This implies that for the case where the likeliness of borrowing is the strongest, the baseline does as good as UUR. However, as one moves down the rank list, UUR turns out to be a considerably better predictor than the baseline.