Research Article
Abdominal Tumor Characterization and Recognition Using Superior-Order Cooccurrence Matrices, Based on Ultrasound Images
Table 2
The accuracy results obtained by considering the final set of relevant textural features.
| | Classifier | Recognition rate | TP rate | TN rate | AUC | Time |
| | SVM | 77.94% | 78.3% | 77.6% | 77.9% | 78.21 s | | MLP | 73.75% | 70.1% | 77.4% | 82.3% | 54.32 s | | AdaBoost + SVM | 75% | 79% | 71% | 78.6% | 86.25 s | | AdaBoost + MLP | 75.79% | 74.6% | 76.7% | 82% | 87.55 s |
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