Research Article
Multiclass Event Classification from Text
Table 19
Performance measuring parameters for the SVM model.
| Class | Precision | Recall | F1-score | Support |
| 1 | 0.84 | 0.94 | 0.89 | 5683 | 2 | 0.72 | 0.43 | 0.54 | 956 | 3 | 0.72 | 0.49 | 0.58 | 2121 | 4 | 0.73 | 0.43 | 0.54 | 919 | 5 | 0.64 | 0.90 | 0.75 | 10013 | 6 | 0.74 | 0.24 | 0.36 | 2387 | 7 | 0.90 | 0.99 | 0.94 | 959 | 8 | 0.86 | 0.78 | 0.82 | 2188 | 9 | 0.65 | 0.47 | 0.57 | 3031 | 10 | 0.85 | 0.87 | 0.82 | 998 | 11 | 0.81 | 0.62 | 0.70 | 863 | 12 | 0.77 | 0.63 | 0.67 | 1071 | Accuracy | ā | ā | 0.73 | 31189 | Macro avg | 0.77 | 0.63 | 0.67 | 31189 | Weighted avg | 0.77 | 0.73 | 0. 71 | 31189 |
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