Table 4 Performance comparison among different transfer strategies.
From: Voice disorder classification using convolutional neural network based on deep transfer learning
Transfer strategies | SEN (%) | SPE (%) | ACC (%) | F1(%) | |
|---|---|---|---|---|---|
Retraining | Strategy 1 | 96.3 | 88.8 | 94.4 | 96.3 |
Fine-tuning | Strategy 2 | 98.8 | 96.3 | 98.1 | 98.8 |
Strategy 3 | 99.6 | 98.9 | 99.5 | 99.6 | |
Freezing | Strategy 4 | 99.0 | 97.1 | 98.6 | 99.0 |
