Research Article
Nature-Inspired-Based Approach for Automated Cyberbullying Classification on Multimedia Social Networking
Table 10
Results of predicting the CB with 90% training data with Pearson Correlation.
| Statistical parameters | NB | LR | RF | SVM | ANN | ANN-DRL |
| Accuracy | 98.653 | 98.653 | 98.733 | 98.733 | 98.753 | 98.803 | F-measure | 87.161 | 87.281 | 89.223 | 89.253 | 90.614 | 90.625 | G-mean | 95.309 | 95.309 | 95.680 | 95.750 | 96.080 | 96.120 | MAPE | 72.065 | 71.885 | 63.987 | 62.656 | 55.298 | 54.617 | Sensitivity | 91.806 | 91.806 | 92.617 | 92.747 | 93.487 | 93.558 | Specificity | 98.743 | 98.753 | 98.843 | 98.843 | 98.933 | 98.933 |
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