We evaluated our approach using 5-fold cross-validation and we obtained the accuracy of 82.33% without applying any threshold on the confidence of the ranker.
since we prefer precision to coverage, we have chosen a threshold which allowed us to obtain 98.8% of precision with the recall of 38.2%.