Research Article

[Retracted] Identification of Diabetic Retinopathy through Machine Learning

Table 8

Average performance of the 15 series of experiments with RBM-500 and RBM-1000 (considering disease versus nondisease).

RBM-500Machine learningHit %
SpecialistWithout DRWith DR

Without DR958/14 (64.3%)
With DR02424/24 (100%)

RBM-1000
Without DR14014/14 (100%)
With DR12222/23 (95.7%)

RBM: restricted Boltzmann machine.