Experiments in regression and classification on text-based affect (emotion) datasets.
Another person did experiments on both the ISEAR and Fairtale (Alm2007) datasets as well, https://github.com/bogdanneacsa/tts-master TODO: list semeval2007
| Method | r | Acc | Prec | Rec | F1 |
|---|---|---|---|---|---|
| semeval-best | 47.70 | 55.10 | 61.42 | 66.38 | 42.43 |
| Method | r | Acc | Prec | Rec | F1 |
|---|---|---|---|---|---|
| semeval-best | 32,33 | 93.60 | 16.67 | 21.60 | 16.03 |
| Method | r | Acc | Prec | Rec | F1 |
|---|---|---|---|---|---|
| semeval-best | 18.55 | 97.30 | 0 | 0 | N/A |
| Method | r | Acc | Prec | Rec | F1 |
|---|---|---|---|---|---|
| semeval-best | 44.92 | 87.90 | 33.33 | 26.27 | 20.06 |
| Method | r | Acc | Prec | Rec | F1 |
|---|---|---|---|---|---|
| semeval-best | 26.11 | 82.20 | 54.54 | 9.44 | 14.91 |
| Method | r | Acc | Prec | Rec | F1 |
|---|---|---|---|---|---|
| semeval-best | 40.98 | 89.00 | 48.97 | 22.92 | 30.38 |
| Method | r | Acc | Prec | Rec | F1 |
|---|---|---|---|---|---|
| semeval-best | 16.71 | 89.10 | 13.70 | 16.56 | 15.00 |
| Method | r | Acc | Prec | Rec | F1 |
|---|---|---|---|---|---|
| semeval-best | N/A | N/A | N/A | N/A | N/A |
| Method | r | Acc | Prec | Rec | F1 |
|---|---|---|---|---|---|
| semeval-best | N/A | N/A | N/A | N/A | N/A |
TODO: list datasets
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent