Abuse Detection on Offensive Dataset
87AccuracyDL-Text & Metadata (Interleaved)
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| DL-Text & Metadata (Interleaved)Features=Text & Metadata, Training Strategy=Interleaved Training2018.02 | 87 | 96 | 88 | 87 | 87 | |
| DL-Text & Metadata (Tran. Lear. FT)Features=Text & Metadata, Training Strategy=Transfer Learning with Fine-Tuning2018.02 | 86 | 95 | 87 | 86 | 86 | |
| DL-Text & Metadata (Naive Train.)Features=Text & Metadata, Training Strategy=Naive Training2018.02 | 85 | 93 | 86 | 86 | 86 | |
| DL-Text & Metadata (Tran. Lear.)Features=Text & Metadata, Training Strategy=Transfer Learning2018.02 | 85 | 95 | 86 | 85 | 85 | |
| DL-Text onlyFeatures=Text only2018.02 | 83 | 93 | 84 | 83 | 83 | |
| Baseline Naive Bayes2018.02 | 81 | 79 | 81 | 81 | 81 | |
| Waseem and Hovy 20162018.02 | 74 | — | 73 | 78 | — | |
| DL-Metadata onlyFeatures=Metadata only2018.02 | 74 | 91 | 81 | 74 | 76 |