Table 9 RF Results of Filtered-based BERT Similarity Dataset (Word_Antonym).
Threshold Range | Accuracy(%) | Prec.(%) | Recall(%) | F-score(%) | New Tweets |
|---|---|---|---|---|---|
0.4–1 | 93.58 | 94 | 94 | 94 | 1125 |
0.5–1 | 92.83 | 93 | 93 | 93 | 1112 |
0.6–1 | 89.81 | 90 | 90 | 90 | 1093 |
0.7–1 | 86.03 | 87 | 86 | 86 | 1050 |
0.8–1 | 83.77 | 84 | 84 | 84 | 956 |
0.9–1 | 80.75 | 81 | 81 | 81 | 707 |