Research Article
Nature-Inspired-Based Approach for Automated Cyberbullying Classification on Multimedia Social Networking
Table 9
Results of predicting the CB with 75% training data with Pearson correlation.
| Statistical parameters | NB | LR | RF | SVM | ANN | ANN-DRL |
| Accuracy | 95.183 | 95.333 | 95.413 | 95.463 | 95.643 | 95.653 | F-measure | 59.471 | 61.261 | 61.601 | 62.061 | 63.592 | 63.732 | G-mean | 80.358 | 80.868 | 81.398 | 81.628 | 82.739 | 83.199 | MAPE | 31.131 | 30.400 | 29.510 | 29.160 | 27.329 | 26.509 | Sensitivity | 66.913 | 67.643 | 68.534 | 68.894 | 70.714 | 71.545 | Specificity | 96.463 | 96.623 | 96.633 | 96.683 | 96.723 | 96.773 |
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