Research Article
[Retracted] Real-Time Twitter Spam Detection and Sentiment Analysis using Machine Learning and Deep Learning Techniques
Table 6
Evaluation parameter values obtained for Twitter spam detection using deep learning models.
| Deep learning models | Validation accuracy | Validation loss | Test accuracy | Test loss |
| Simple RNN | 0.98684 | 0.0537 | 0.973 | 0.309 | LSTM | 0.98744 | 0.0524 | 0.974 | 0.200 | Bidirectional LSTM | 0.98445 | 0.0736 | 0.975 | 0.205 | 1D CNN | 0.9797 | 0.1041 | 0.9743 | 0.110 |
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