Table 15 Model performance comparison between SVM and CNN models
Model | F1-score of each class on SVM and CNN models | ||||
|---|---|---|---|---|---|
Clear | FSF | RSF | SSF | Unidentified | |
SVM | 95.3 | 71.9 | 93.9 | 74.3 | 94.8 |
CNN | 98.0 | 85.1 | 90.7 | 66.7 | 99.2 |
Model | F1-score of each class on SVM and CNN models | ||||
|---|---|---|---|---|---|
Clear | FSF | RSF | SSF | Unidentified | |
SVM | 95.3 | 71.9 | 93.9 | 74.3 | 94.8 |
CNN | 98.0 | 85.1 | 90.7 | 66.7 | 99.2 |