Table 2.
The indicators of the model.
| Variables | Situation 1 | Situation 2 | Situation 3 | ||||||||
|
|
Precision | Recall | F1 score | Precision | Recall | F1 score | Precision | Recall | F1 score | ||
| Class 1 | 0.380 | 0.576 | 0.456 | 0.947 | 0.956 | 0.951 | 0.949 | 0.956 | 0.952 | ||
| Class 2 | 0.750 | 0.552 | 0.634 | 0.976 | 0.956 | 0.966 | 0.980 | 0.957 | 0.968 | ||
| Class 3 | 0.750 | 0.947 | 0.831 | 0.841 | 0.941 | 0.885 | 0.850 | 0.982 | 0.909 | ||
| Accuracy | 0.588 | 0.588 | 0.588 | 0.955 | 0.955 | 0.955 | 0.959 | 0.959 | 0.959 | ||
| Macroaverage | 0.627 | 0.692 | 0.640 | 0.921 | 0.951 | 0.934 | 0.926 | 0.965 | 0.943 | ||
| Weighted average | 0.646 | 0.588 | 0.599 | 0.958 | 0.955 | 0.956 | 0.961 | 0.959 | 0.959 | ||