Research Article
Prediction of Future Terrorist Activities Using Deep Neural Networks
Table 3
Performance of comparison of NN and DNN with traditional machine algorithms, i.e., logistic regression, SVM, and Naïve Bayes.
| Algorithm | Train | Test | Average | Average | Average | Accuracy (%) | Accuracy (%) | Precision (%) | Recall (%) | F1-Score (%) |
| Logistic regression | 79.2 | 76.9 | 76.7 | 76.8 | 76.8 | SVM | 78.8 | 78.3 | 78.2 | 78.2 | 78.2 | Naïve Bayes | 81.3 | 80.9 | 80.8 | 88.8 | 88.7 | NN | 83.6 | 83.6 | 83.6 | 83.6 | 83.6 | DNN | 94.6 | 94.8 | 94.8 | 94.8 | 94.8 |
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