Humor Detection on ColBERT (test)
98.2AccuracyProposed
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| ProposedParameters=110M, Layers=82020.04 | 98.2 | 99 | 97.4 | 98.2 | |
| XLNetModel variant=XLNet-Large-Cased, Parameters=340M, Layers=242020.04 | 91.6 | 87.2 | 97.3 | 92 | |
| Multinomial NBalpha=0.22020.04 | 87.6 | 86.3 | 90.2 | 88.2 | |
| SVMKernel=sigmoid, gamma=1.02020.04 | 87.2 | 86.9 | 88 | 87.4 | |
| Decision Tree2020.04 | 78.6 | 76.9 | 82.1 | 79.4 | |
| XGBoost2020.04 | 72 | 75.3 | 77.7 | 81.3 |