Research Article
Multiclass Event Classification from Text
Table 15
Performance measuring parameters for the DT model.
| Class | Precision | Recall | F1-score | Support |
| 1 | 0.91 | 0.89 | 0.90 | 5661 | 2 | 0.83 | 0.97 | 0.89 | 967 | 3 | 0.57 | 0.52 | 0.54 | 2115 | 4 | 0.58 | 0.54 | 0.56 | 878 | 5 | 0.72 | 0.75 | 0.73 | 10030 | 6 | 0.44 | 0.41 | 0.42 | 2293 | 7 | 0.99 | 1.00 | 1.00 | 970 | 8 | 0.79 | 0.77 | 0.78 | 2259 | 9 | 0.57 | 0.55 | 0.56 | 3044 | 10 | 0.98 | 0.98 | 0.93 | 1031 | 11 | 0.86 | 0.98 | 0.92 | 889 | 12 | 0.61 | 0.56 | 0.58 | 1031 | Accuracy | ā | ā | 0.73 | 31189 | Macro avg | 0.73 | 0.74 | 0.74 | 31189 | Weighted avg | 0.73 | 0.73 | 0. 73 | 31189 |
|
|