Stance Detection on Trump 2018 (test)
96Precision (PRO)SVMxval
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| SVMxvalSupervision Setup=Supervised, Evaluation Protocol=5-fold cross validation, Feature Representation=retweet vectors2020.05 | 96 | 93 | 94 | 91 | 96 | 93 | 94 | 95 | 94 | |
| UnSupSupervision Setup=Unsupervised, Feature Representation=retweet vectors, Clustering=Mean Shift2020.05 | 94 | 72 | 82 | 93 | 77 | 84 | 94 | 75 | 83 | |
| Embeddings-based Stance Detection ApproachSupervision Setup=Unsupervised, Feature Representation=MUSE embeddings, Clustering=HDBSCAN2020.05 | 90 | 82 | 86 | 87 | 85 | 86 | 89 | 84 | 86 | |
| SVM200Supervision Setup=Supervised, Evaluation Protocol=200 vocal users training, Feature Representation=retweet vectors2020.05 | 84 | 98 | 91 | 97 | 78 | 86 | 91 | 88 | 89 |