Research Article
A Machine Learning Applied Diagnosis Method for Subcutaneous Cyst by Ultrasonography
Table 5
Testing results for target features.
| Accuracy (%) | 11 | 12 | 13 | 14 | 15 | 16 | 17 | 18 | 19 |
| DT | 98.5 | 95.5 | 95.5 | 96.2 | 98.5 | 97.7 | 97.0 | 85.6 | 87.1 | SVM | 99.2 | 100 | 100 | 100 | 100 | 100 | 100 | 92.9 | 91.7 | KNN | 98.5 | 96.2 | 96.2 | 97.7 | 97.7 | 90.9 | 90.2 | 87.9 | 90.9 | ANN | 97.0 | 99.2 | 98.5 | 99.2 | 99.2 | 99.2 | 99.2 | 83.3 | 86.4 |
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