Table 4 Evaluation results based on CapsNet, CapsNet/IGMM, and CapsNet/UIGMM.
Dataset | Method | Precision (%) | Accuracy (%) | Specificity (%) | Sensitivity (%) | Fl Score (%) | AUC (%) |
|---|---|---|---|---|---|---|---|
ISMIR | CapsNet | 93.248 | 94.681 | 87.597 | 93.667 | 85.108 | 83.454 |
CapsNet/IGMM | 87.061 | 90.263 | 82.132 | 91.972 | 74.740 | 82.585 | |
CapsNet/UIGMM | 97.934 | 93.820 | 96.256 | 96.235 | 88.332 | 87.290 | |
GTZAN | CapsNet | 94.830 | 95.637 | 88.847 | 95.284 | 86.159 | 85.051 |
CapsNet/IGMM | 88.651 | 92.059 | 83.526 | 93.052 | 75.594 | 83.416 | |
CapsNet/UIGMM | 99.569 | 95.145 | 97.698 | 97.954 | 89.780 | 88.568 | |
E-Ballroom | CapsNet | 94.020 | 94.348 | 87.931 | 94.217 | 85.179 | 83.484 |
CapsNet/IGMM | 88.336 | 91.828 | 83.342 | 92.120 | 74.364 | 81.889 | |
CapsNet/UIGMM | 98.195 | 94.323 | 97.476 | 96.143 | 88.761 | 87.344 |
