Large set of retina images taken using fundus photography under a variety of imaging conditions. A clinician has rated each image for the severity of diabetic retinopathy on a scale of 0 to 4:
We choose to use regression to predict the severity of blindness and use an OptimizedRounder class for Quadratic Weighted Kappa to optimize our threshold for the predictions.