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. 2012 Jan 19;2012:348135. doi: 10.1155/2012/348135

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