Computational and Mathematical Methods in Medicine / 2012 / Article / Tab 2

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.

ClassifierRecognition rateTP rateTN rateAUCTime

SVM77.94%78.3%77.6%77.9%78.21 s
MLP73.75%70.1%77.4%82.3%54.32 s
AdaBoost + SVM75%79%71%78.6%86.25 s
AdaBoost + MLP75.79%74.6%76.7%82%87.55 s

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