Research Article
Nature-Inspired-Based Approach for Automated Cyberbullying Classification on Multimedia Social Networking
Table 6
Results of predicting the CB with 75% training data with χ2.
| Statistical parameters | NB | LR | RF | SVM | ANN | ANN-DRL |
| Accuracy | 98.944 | 98.964 | 98.984 | 98.984 | 98.994 | 98.994 | F-measure | 90.411 | 91.842 | 91.992 | 92.502 | 92.712 | 93.352 | G-mean | 94.483 | 97.884 | 98.434 | 98.734 | 98.874 | 98.874 | MAPE | 87.860 | 28.240 | 21.477 | 10.504 | 55.849 | 22.228 | Sensitivity | 90.161 | 96.793 | 97.894 | 98.474 | 98.754 | 98.764 | Specificity | 97.974 | 97.994 | 97.994 | 97.994 | 97.994 | 98.634 |
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