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.

Classifier	Recognition rate	TP rate	TN rate	AUC	Time
SVM	94.93%	94.9%	94.9%	94.9%	77.18 s
MLP	94.3%	93.9%	94.1%	98.3%	64.28 s
AdaBoost + SVM	94.93%	94.9%	94.9%	94.9%	85.34 s
AdaBoost + MLP	92.50%	91.1%	89.9%	97.7%	83.11 s