Table 4 Testing Results on non-HS and HS classes using the YouTube training model (dataset 1) trained with different epochs and tested on the YouTube sports comments test dataset (dataset 3)
From: An approach to automatic classification of hate speech in sports domain on social media
Test dataset | Embedding | Epochs | Precision non-HS/HS | Recall non-HS/HS | F1 non-HS/HS | Weighted avg Acc |
|---|---|---|---|---|---|---|
YouTube sports channels (3) | BoW | 5 | 0.04/0.96 | 0.91/0.10 | 0.08/0.18 | 0.18 |
YouTube sports channels (3) | BoW | 20 | 0.03/0.92 | 0.73/0.14 | 0.07/0.24 | 0.23 |
YouTube sports channels (3) | one_hot | 5 | 0.04/0.95 | 0.64/0.32 | 0.07/0.48 | 0.46 |