Research Article
Automated Diagnosis and Assessment of Cardiac Structural Alteration in Hypertension Ultrasound Images
Table 2
Classification accuracy (%) for various classifiers using different multi-resolution techniques.
| Classifier | CNTLet | CRVLet | DTcomWT | EWT | SHELet |
| DT | 99.11 | 97.32 | 99.11 | 98.21 | 99.11 | DL | 98.21 | 97.32 | 98.21 | 98.21 | 99.11 | DQ | 97.32 | 96.43 | 95.54 | 89.29 | 96.43 | svmPoly_1 | 98.21 | 97.32 | 99.11 | 98.21 | 99.11 | svmPoly_2 | 98.21 | 97.32 | 98.21 | 97.32 | 99.11 | svmPoly_3 | 96.43 | 96.43 | 97.32 | 94.64 | 96.43 | svmRBF | 98.21 | 97.32 | 98.21 | 98.21 | 98.21 | kNN | 98.21 | 97.32 | 98.21 | 97.32 | 99.11 | probNN | 98.21 | 97.32 | 99.11 | 98.21 | 99.11 |
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