Table 2.
Models | Res | Result of experiments | ||||
---|---|---|---|---|---|---|
Class | F1 | Recall | Precision | Converg. score | ||
Model 1 | 50 | BLB | 0.94 | 1.00 | 0.89 | 0.69 |
BS | 0.93 | 0.88 | 1.00 | |||
LS | 0.88 | 0.88 | 0.88 | |||
Average | 0.917 | 0.920 | 0.923 | |||
Model 3 | 50 | BLB | 0.93 | 0.88 | 1.00 | 0.65 |
BS | 0.93 | 0.88 | 1.00 | |||
LS | 0.89 | 1.00 | 0.80 | |||
Average | 0.917 | 0.920 | 0.930 | |||
Model 5 | 50 | BLB | 0.82 | 0.88 | 0.78 | 0.61 |
BS | 0.88 | 0.88 | 0.88 | |||
LS | 0.80 | 0.75 | 0.86 | |||
Average | 0.830 | 0.840 | 0.840 | |||
Model 7 | 50 | BLB | 0.93 | 0.87 | 1.00 | 0.65 |
BS | 0.94 | 1.00 | 0.88 | |||
LS | 0.88 | 0.88 | 0.88 | |||
Average | 0.917 | 0.917 | 0.920 | |||
Segmentation + SVM10 | – | BLB | 1.00 | – | – | – |
BS | 0.80 | – | – | |||
LS | 0.40 | – | – | |||
Average | 0.730 | – | – |
Significant values are in bold.