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Table 3 Comparison with others techniques over same data

From: Semivariogram and Semimadogram functions as descriptors for AMD diagnosis on SD-OCT topographic maps using Support Vector Machine

Test Sen (%) Spc (%) Acc (%) AUROC Kappa
Classical texture features 88.7 77.4 85.3 0.862 0.651
Local Binary Patterns 93.0 86.1 90.9 0.968 0.784
Semivariogram (this work) 94.2 97.5 95.2 0.989 0.886