Research Article
[Retracted] Analysing Hate Speech against Migrants and Women through Tweets Using Ensembled Deep Learning Model
Table 1
Model comparison based on English dataset for the hate speech classification against woman.
| Model | Accuracy | Precision | F1 score |
| Support vector machine | 87.58 | 86.42 | 85.43 | Multilayer perceptron | 88.48 | 87.38 | 86.31 | Random forest | 88.88 | 87.48 | 86.36 | CNN | 93.79 | 91.9 | 90.14 | Glove-BiLSTM + CNN + MLP | 94.81 | 93.2 | 92.19 | TF-IDF + MLP + SVM + XGB | 95.63 | 94.1 | 93.2 | Transformer-CNN and MLP | 95.78 | 94.6 | 93.4 |
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