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

Table 4

Performance assessment (accuracy) for grading.

Classifier		SVM			RF
Features selection		None	Fisher	Gini	None	Fisher	Gini
12_3_4	Acc.	0.563	0.667	0.756	0.688	0.695	0.742
1_23_4	Acc.	0.516	0.581	0.724	0.642	0.613	0.699
1_2_3_4	Acc.	0.280	0.477	62.7	0.513	0.484	0.617