Research Article
[Retracted] Research on Music Style Classification Based on Deep Learning
Table 5
Comparison of classification accuracy and time overhead of classification methods.
| Experiment number | Method of this article | SVM classification method | CNN classification method | Accuracy rate (%) | Standard deviation (%) | Time overhead (s) | Accuracy rate (%) | Standard deviation (%) | Time overhead (s) | Accuracy rate (%) | Standard deviation (%) | Time overhead (s) |
| 1 | 95.5 | 4.8865 | 0.031 | 86.2 | 8.0637 | 0.268 | 90.3 | 6.3851 | 0.165 | 2 | 96.7 | 4.5457 | 0.042 | 84.3 | 8.5172 | 0.295 | 89.9 | 6.7534 | 0.164 | 3 | 93.3 | 4.6319 | 0.056 | 85.1 | 8.6944 | 0.179 | 91.2 | 6.6892 | 0.178 | 4 | 94.8 | 6.7436 | 0.049 | 86.4 | 8.3786 | 0.306 | 90.8 | 6.8465 | 0.122 | 5 | 96.1 | 4.8063 | 0.050 | 83.6 | 8.9015 | 0.293 | 91.7 | 6.7643 | 0.163 |
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