Research Article
[Retracted] Analysing Hate Speech against Migrants and Women through Tweets Using Ensembled Deep Learning Model
Table 4
Model comparison based on Spanish dataset for the hate speech detection by the individual or group of people.
| Model | Accuracy | Precision | F1 score |
| Support vector machine | 87.58 | 86.47 | 85.14 | Multilayer perceptron | 88.48 | 87.13 | 86.38 | Random forest | 88.88 | 87.52 | 86.46 | CNN | 93.79 | 92.16 | 91.53 | Glove-BiLSTM + CNN + MLP | 94.23 | 93.49 | 92.43 | TF-IDF + MLP + SVM + XGB | 95.12 | 94.76 | 93.71 | Transformer-CNN and MLP | 95.63 | 94.39 | 93.82 |
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