Texture

analysis Methods

Normalization schemes

Feature reduction

standardization

ROC analysis

SN⁴ (%)

SP⁴ (%)

LDA with K-NN⁷ classifier

Default

Fisher

S⁵

0.83

0.83

NS⁶

0.83

0.83

POE + ACC

S

0.73

0.77

NS

0.73

0.77

3 Sigma

Fisher

S

0.75

0.86

NS

0.75

0.86

POE + ACC

S

0.705

0.68

NS

0.705

0.68

1% - 99%

Fisher

S

0.88

0.83

NS

0.88

0.83

POE + ACC

S

0.75

0.705

NS

0.75

0.705