Research Article
A Machine Learning Applied Diagnosis Method for Subcutaneous Cyst by Ultrasonography
Table 4
Testing results for target features.
| Accuracy (%) | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 |
| DT | 96.2 | 97.0 | 98.5 | 93.9 | 98.5 | 97.0 | 95.6 | 98.5 | SVM | 100 | 99.2 | 99.2 | 99.2 | 99.2 | 99.2 | 98.8 | 99.2 | KNN | 95.5 | 95.5 | 93.9 | 94.7 | 97.0 | 95.5 | 90.2 | 97.0 | ANN | 98.8 | 97.7 | 96.2 | 97.0 | 98.5 | 97.7 | 97.7 | 98.5 |
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