Table 3.
Per-label performance of our best ICPL system as measured on the test set.
| Label | # Right | # Guessed | # Gold | Precision | Recall | F1 |
|---|---|---|---|---|---|---|
| Abuse | 0 | 0 | 5 | – | 0.00 | – |
| Anger | 1 | 4 | 26 | 25.00 | 3.85 | 6.67 |
| Blame | 2 | 19 | 45 | 10.53 | 4.44 | 6.25 |
| Fear | 0 | 1 | 13 | 0.00 | 0.00 | 0.00 |
| Forgiveness | 0 | 0 | 8 | – | 0.00 | – |
| Guilt | 51 | 112 | 117 | 45.54 | 43.59 | 44.54 |
| Happiness_peacefulness | 1 | 1 | 16 | 100.00 | 6.25 | 11.76 |
| Hopefulness | 3 | 7 | 38 | 42.86 | 7.89 | 13.33 |
| Hopelessness | 149 | 291 | 229 | 51.20 | 65.07 | 57.31 |
| Information | 45 | 125 | 104 | 36.00 | 43.27 | 39.30 |
| Instructions | 269 | 416 | 382 | 64.66 | 70.42 | 67.42 |
| Love | 145 | 215 | 201 | 67.44 | 72.14 | 69.71 |
| Pride | 0 | 0 | 9 | – | 0.00 | – |
| Sorrow | 0 | 8 | 34 | 0.00 | 0.00 | 0.00 |
| Thankfulness | 30 | 50 | 45 | 60.00 | 66.67 | 63.16 |
| All labels | 696 | 1249 | 1272 | 55.72 | 54.72 | 55.22 |