Computational and Mathematical Methods in Medicine / 2012 / Article / Tab 3

Research Article

Abdominal Tumor Characterization and Recognition Using Superior-Order Cooccurrence Matrices, Based on Ultrasound Images

Table 3

The values of the accuracy parameters obtained by using the final set of relevant textural features appropriate for the differentiation between HCC and the benign liver tumors.

ClassifierRecognition rateTP rateTN rateAUCTime

SVM83.16%78.9%87.4%83.2%81.32 s
MLP82.66%78.4%86.9%89.9%62.27 s
AdaBoost + SVM83.21%79%88.3%83.9%89.22 s
AdaBoost + MLP83.66%80.4%86.9%84.3%89.16 s

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