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. 2015 Jan 6;28(5):576–585. doi: 10.1007/s10278-014-9757-1

Table 5.

Paired t tests on average classification accuracy for different approaches

AISSVM v.s. GASVM feature selection PCA feature selection (using SVM in grid search) SFFS feature selection (using SVM in grid search) All features (using SVM in grid search) Only texture features (using SVM in grid search) Only morphologic features (using SVM in grid search)
p value <0.02 <0.02 <0.05 <0.0005 <0.007 <0.015