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Table 6 AUC of different one-class classifiers used as the base classifier for the ensemble on the biopsy image data

From: One-class kernel subspace ensemble for medical image classification

 

Parzen

SVDD

PCA

Kmeans

MoG

KPCA

AUC

84.30

83.61

84.19

84.28

83.67

93.53