Probabilistic Neural Networks works better for classification problems
If you have checked out my paper about the using of Feed-Forward Backpropagation Neural Networks, here's another approach that I used. It is called the Probabilistic Neural Networks. This approach can forecast the onset of Diabetes Mellitus with 100% accuracy. Compared to the Feed-Forward Backpropagation approach that could give no more than 93%.
Probabilistic Neural Networks was actually designed for such classification problems. No wonder.