Texture analysis Methods | Normalization schemes | Feature reduction | standardization | ROC analysis | ||
SN9 (%) | SP9 (%) | |||||
NDA with ANN12 classifier | Default | Fisher | S10 | 0.96 | 0.86 | |
NS11 | 0.96 | 0.86 | ||||
POE + ACC | S | 0.83 | 0.92 | |||
NS | 0.92 | 0.86 | ||||
3 Sigma | Fisher | S | 1 | 0.83 | ||
NS | 1 | 0.83 | ||||
POE + ACC | S | 0.92 | 0.88 | |||
NS | 0.92 | 0.88 | ||||
1% - 99% | Fisher | S | 0.96 | 0.86 | ||
NS | 0.96 | 0.86 | ||||
POE + ACC | S | 0.92 | 0.88 | |||
NS | 0.96 | 0.83 | ||||