Automatic Screening and Grading of Age-Related Macular Degeneration from Texture Analysis of Fundus Images

Table 3

Performance assessment (AUC) for screening.

Classifier		SVM			RF
Features selection		None	Fisher	Gini	None	Fisher	Gini
1_234	AUC	0.494	0.743	0.877	0.791	0.812	0.869
12_34	AUC	0.491	0.879	0.899	0.867	0.843	0.898

: statistically different from random classifier (0.5 not included in 95% CI of AUC).