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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