Research Article

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

Table 4

The values of the accuracy parameters obtained by using the final set of relevant textural features appropriate for the differentiation between the colo-rectal tumors and the inflammatory bowel diseases.

ClassifierRecognition rateTP rateTN rateAUCTime

SVM94.93%94.9%94.9%94.9%77.18 s
MLP94.3%93.9%94.1%98.3%64.28 s
AdaBoost + SVM94.93%94.9%94.9%94.9%85.34 s
AdaBoost + MLP92.50%91.1%89.9%97.7%83.11 s