Experimental results in terms of classification metrics
| Events | Metric | Exp-1 | Exp-2 | Exp-3 | Exp-4 | Exp-5 | Exp-6 | Exp-7 |
|---|---|---|---|---|---|---|---|---|
| Event-I | Accuracy | 84.51% | 87.24% | 91.25% | 95.01% | 97.15% | 96.73% | 97.99% |
| Recall | 72.18% | 75.21% | 78.91% | 82.49% | 83.71% | 83.46% | 87.92% | |
| F1 Score | 80.12% | 81.27% | 84.62% | 89.12% | 91.83% | 90.04% | 91.41% | |
| Event-II | Accuracy | 85.01% | 86.98% | 91.72% | 95.49% | 96.72% | 97.38% | 98.63% |
| Recall | 72.51% | 76.12% | 78.43% | 82.46% | 83.01% | 89.85% | 89.21% | |
| F1 Score | 80.82% | 81.74% | 85.01% | 89.47% | 90.15% | 91.89% | 92.35% | |
| Event-III | Accuracy | 84.78% | 90.21% | 91.93% | 95.97% | 96.83% | 97.62% | 98.79% |
| Recall | 72.36% | 76.06% | 78.31% | 82.42% | 83.45% | 89.01% | 90.12% | |
| F1 Score | 80.36% | 85.32% | 81.09% | 89.73% | 90.78% | 91.14% | 95.68% |
| Events | Metric | Exp-1 | Exp-2 | Exp-3 | Exp-4 | Exp-5 | Exp-6 | Exp-7 |
|---|---|---|---|---|---|---|---|---|
| Event-I | Accuracy | 84.51% | 87.24% | 91.25% | 95.01% | 97.15% | 96.73% | 97.99% |
| Recall | 72.18% | 75.21% | 78.91% | 82.49% | 83.71% | 83.46% | 87.92% | |
| F1 Score | 80.12% | 81.27% | 84.62% | 89.12% | 91.83% | 90.04% | 91.41% | |
| Event-II | Accuracy | 85.01% | 86.98% | 91.72% | 95.49% | 96.72% | 97.38% | 98.63% |
| Recall | 72.51% | 76.12% | 78.43% | 82.46% | 83.01% | 89.85% | 89.21% | |
| F1 Score | 80.82% | 81.74% | 85.01% | 89.47% | 90.15% | 91.89% | 92.35% | |
| Event-III | Accuracy | 84.78% | 90.21% | 91.93% | 95.97% | 96.83% | 97.62% | 98.79% |
| Recall | 72.36% | 76.06% | 78.31% | 82.42% | 83.45% | 89.01% | 90.12% | |
| F1 Score | 80.36% | 85.32% | 81.09% | 89.73% | 90.78% | 91.14% | 95.68% |
Source(s): Authors’ own work