From: Automatic screening and classification of diabetic retinopathy and maculopathy using fuzzy image processing
k-nearest neighbour
Polynomial Kernel SVM
RBF Kernel SVM
Naïve Bayes
Misclassification error
0.0700
0.3000
0.2500
Accuracy
0.9300
0.7000
0.7500
Specificity
1.0000
0.9787
0.9362
0.9149
Sensitivity
0.8679
0.4528
0.9245
0.6038