Spoiler type classification on Clickbait Spoiling 1.0 (test)
73.63Balanced Acc (Multi-class)DeBERTa
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DeBERTahyperparameter_optimization=grid search2022.03 | 73.63 | 78.39 | 78.65 | 77.93 | |
| RoBERTahyperparameter_optimization=grid search2022.03 | 71.57 | 80.39 | 79.3 | 79.12 | |
| BERThyperparameter_optimization=grid search2022.03 | 67.84 | 74.06 | 75.7 | 75.56 | |
| Log. Regressionfeature_selection=chi-square, feature_weighting=post-based features weighted 4x2022.03 | 60.04 | 68.04 | 69.33 | 71.26 | |
| SVMfeature_selection=chi-square, feature_weighting=post-based features weighted 4x2022.03 | 59.62 | 68.03 | 68.7 | 70.28 | |
| Naïve Bayesfeature_selection=chi-square, feature_weighting=post-based features weighted 4x2022.03 | 56.15 | 65.03 | 62.5 | 64.82 |