Table 7 Classification results of EMSCNN at different scales.
From: Birdsong classification based on ensemble multi-scale convolutional neural network
Model | Scale | Accuracy (%) | Precision (%) | Recall (%) | F1-score (%) |
|---|---|---|---|---|---|
EMSCNN | 2 × 2 | 89.93 | 89.87 | 88.83 | 89.10 |
2 × 3 | 90.48 | 90.33 | 89.50 | 89.80 | |
3 × 2 | 90.72 | 90.43 | 89.97 | 90.07 | |
3 × 3 | 90.17 | 89.70 | 89.67 | 89.53 | |
5 × 5 | 90.84 | 90.57 | 89.99 | 90.17 | |
Multi-scale | 91.49 | 90.73 | 90.07 | 90.30 |
