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Performance metrics for the twitch chat bot dataset.
| ML Models | Accuracy | Precision | Recall | f1 -score | Support |
|---|---|---|---|---|---|
| Naive Bayes | 69.64 % | 79.89 % | 75.90 % | 77.84 % | 11232 |
| SVM | 76.86 % | 77.05 % | 86.81 % | 76.00 % | 11232 |
| Random Forest | 86.69 % | 93.93 % | 87.14 % | 90.41 % | 11232 |
| Proposed Fuzzy Neuro with Hist Gradient Boosting Classifier | 97.49 % | 99.87 % | 96.90 % | 98.36 % | 37438 |
