Research Article
Nature-Inspired-Based Approach for Automated Cyberbullying Classification on Multimedia Social Networking
Table 5
Results of predicting the CB with 60% training data with χ2.
| Statistical parameters | NB | LR | RF | SVM | ANN | ANN-DRL |
| Accuracy | 57.480 | 60.091 | 62.452 | 63.822 | 67.063 | 85.900 | F-measure | 67.963 | 68.013 | 68.904 | 70.024 | 75.056 | 80.618 | G-mean | 44.725 | 57.650 | 60.681 | 45.926 | 77.307 | 87.200 | MAPE | 20.597 | 17.926 | 17.836 | 12.984 | 11.654 | 10.504 | Sensitivity | 77.447 | 80.128 | 80.218 | 85.059 | 86.400 | 87.550 | Specificity | 74.606 | 77.487 | 78.427 | 81.588 | 83.589 | 85.680 |
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