Research Article
Nature-Inspired-Based Approach for Automated Cyberbullying Classification on Multimedia Social Networking
Table 8
Results of predicting the CB with 60% training data with Pearson correlation.
| Statistical parameters | NB | LR | RF | SVM | ANN | ANN-DRL |
| Accuracy | 60.291 | 67.073 | 70.094 | 75.306 | 79.147 | 83.629 | F-measure | 70.904 | 71.155 | 71.325 | 71.505 | 76.066 | 81.608 | G-mean | 71.205 | 71.435 | 73.155 | 75.216 | 77.677 | 80.428 | MAPE | 69.334 | 65.693 | 58.970 | 40.854 | 37.993 | 36.142 | Sensitivity | 78.737 | 72.365 | 73.085 | 74.856 | 75.056 | 81.908 | Specificity | 71.615 | 73.495 | 76.566 | 81.798 | 83.109 | 83.519 |
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