Table 5 The classification performance index matrix of the model.
From: A small fishing vessel recognition method using transfer learning based on laser sensors
Model | Precision (%) | Recall (%) | F1 (%) | Accuracy (%) |
|---|---|---|---|---|
1D-CNN | 84.94 | 84.93 | 84.94 | 84.93 |
AlexNet | 88.19 | 89.68 | 88.93 | 88.19 |
VGG-16 | 92.12 | 92.20 | 92.16 | 92.12 |
VGG-19 | 94.79 | 94.83 | 94.81 | 94.78 |
ResNet-50 | 97.61 | 97.57 | 97.59 | 97.56 |
The Proposed | 99.16 | 98.92 | 99.04 | 98.44 |
