Research Article
Nature-Inspired-Based Approach for Automated Cyberbullying Classification on Multimedia Social Networking
Table 3
Results of predicting the CB with 75% training data with information gain.
| Statistical parameters | NB | LR | RF | SVM | ANN | ANN-DRL |
| Accuracy | 97.674 | 98.394 | 98.424 | 98.504 | 98.514 | 98.644 | F-measure | 53.588 | 70.944 | 71.265 | 74.146 | 77.377 | 80.578 | G-mean | 83.099 | 83.949 | 85.570 | 87.130 | 92.172 | 93.692 | MAPE | 28.130 | 26.739 | 23.968 | 21.297 | 11.834 | 91.332 | Sensitivity | 69.914 | 71.305 | 74.076 | 76.756 | 86.210 | 89.811 | Specificity | 97.744 | 98.534 | 98.734 | 98.814 | 98.834 | 98.894 |
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