Sentiment Classification on Sentiment citation corpus (CSC-C) (cross-validation)
89.9Micro F1 ScoreSVM
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| SVMTopography=SVM2020.05 | 89.9 | — | — | — | 76.4 | |
| CNNTopography=CNN2020.05 | 88.6 | 40.2 | 24.9 | 95 | 43.37 | |
| LSTMTopography=LSTM2020.05 | 84.6 | 34.8 | 19 | 92.1 | 46.13 | |
| RNNTopography=RNN2020.05 | 77.9 | 20.7 | 17.9 | 86 | 41.53 | |
| ImpactCiteTopography=ImpactCite2020.05 | 77.7 | 64.6 | 86.6 | 82 | 77.73 | |
| BERTTopography=BERT2020.05 | 74.4 | 72.8 | 80.2 | 70.3 | 74.4 | |
| ALBERTTopography=ALBERT2020.05 | 70.4 | 71.1 | 72.5 | 67.6 | 70.4 |