Table 13 Classification of author intent in the HF2200 dataset: H1 confusion matrix
From: Automatically identifying the function and intent of posts in underground forums
Prediction | Reference | ||||||||
|---|---|---|---|---|---|---|---|---|---|
Neutral | Negative | Positive | Arbitrate | Aggression | Private-message | Gratitude | Vouch | Total | |
Neutral | 1504 | 324 | 807 | 45 | 22 | 107 | 13 | 26 | 2848 |
Negative | 13 | 16 | 9 | 1 | 0 | 0 | 0 | 1 | 40 |
Positive | 93 | 33 | 130 | 2 | 3 | 6 | 12 | 7 | 286 |
Arbitrate | 9 | 12 | 9 | 25 | 0 | 1 | 0 | 1 | 57 |
Aggression | 20 | 29 | 15 | 2 | 23 | 0 | 0 | 0 | 89 |
Private-message | 114 | 31 | 89 | 5 | 7 | 20 | 12 | 12 | 290 |
Gratitude | 68 | 9 | 33 | 2 | 1 | 11 | 97 | 3 | 224 |
Vouch | 34 | 8 | 52 | 0 | 0 | 6 | 18 | 52 | 170 |
Total | 1855 | 462 | 1144 | 82 | 56 | 151 | 152 | 102 | 4004 |