Research Article
Nature-Inspired-Based Approach for Automated Cyberbullying Classification on Multimedia Social Networking
Table 4
Results of predicting the CB with 90% training data with information gain.
| Statistical parameters | NB | LR | RF | SVM | ANN | ANN-DRL |
| Accuracy | 97.124 | 97.144 | 97.154 | 97.244 | 97.264 | 97.324 | F-measure | 78.597 | 78.727 | 79.247 | 80.328 | 81.008 | 81.298 | G-mean | 80.648 | 80.888 | 81.158 | 82.158 | 82.478 | 82.669 | MAPE | 32.371 | 32.011 | 31.491 | 29.880 | 29.380 | 29.060 | Sensitivity | 65.673 | 66.033 | 66.553 | 68.164 | 68.664 | 68.984 | Specificity | 95.933 | 95.993 | 96.033 | 97.264 | 97.674 | 98.024 |
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