Table 2. Performance of the MLP and SVM on Glaucoma diagnosis, as presented by Chan et al.76.
Sensitivity at specificity of | ||||
---|---|---|---|---|
ROC area | 0.9 | 0.75 | ||
Full | MLP | 0.883 | 0.66 | 0.859 |
Gaussian SVM | 0.914 | 0.776 | 0.878 | |
Linear SVM | 0.893 | 0.66 | 0.853 | |
PCA | MLP | 0.898 | 0.713 | 0.846 |
Gaussian SVM | 0.904 | 0.744 | 0.833 | |
Linear SVM | 0.888 | 0.667 | 0.853 |