Table 7 Effect of the compression ratio on the model performance. Best results indicated in bold.
From: DLA-Net: dual lesion attention network for classification of pneumoconiosis using chest X-ray images
Reduction ratio r | Multi-class classification | ||||
|---|---|---|---|---|---|
ACC | SEN | SPE | F1 | AUC | |
4 | 0.8444 ± 1.42 | 0.7380 ± 1.93 | 0.8949 ± 1.74 | 0.7475 ± 1.96 | 0.8164 ± 1.68 |
8 | 0.8419 ± 1.70 | 0.7492 ± 2.24 | 0.8855 ± 1.73 | 0.7558 ± 2.26 | 0.8173 ± 1.81 |
16 | 0.8562 ± 1.61 | 0.7643 ± 1.44 | 0.8941 ± 1.81 | 0.7687 ± 1.53 | 0.8292 ± 1.53 |
32 | 0.8557 ± 1.98 | 0.7532 ± 2.80 | 0.8989 ± 1.83 | 0.7602 ± 3.04 | 0.8260 ± 2.22 |
