The Impact of Pixel Resolution, Integration Scale, Preprocessing, and Feature Normalization on Texture Analysis for Mass Classification in Mammograms

Table 4

Best AUC value for each texture analysis method and the configuration that yields it considering the experiments in Sections 3.1, 3.2, and 3.3.

Method	Best value	Res (m)	IS	Classifier	Preprocessing	Nor.
LBP		800
LDN		600
HOG		600
HAR		200
GF		200