Digital Stylometry: Linking Profiles Across Social Networks
Table 4: Performance of different combined models, tested on 5,612 users (11,224 accounts), sorted by accuracy. Best results are shown bold.
['Model', 'Performance Accuracy', 'Performance AverageRank']
Across the board, the combined models outperformed their corresponding linguistic and temporal models, though the difference with the linguistic models were not as great. These results suggest that at some level the temporal and the linguistic ”styles” of users provide non-overlapping cues about the identity of said users. Also, note that as with the linguistic and temporal models, our combined confusion model outperformed the other combined models.