12. The system of claim 11 , wherein the initializer component greedily learns the weights between the hidden layers of the DBN to generate the pretrained DBN.
11. The system of claim 8 , wherein the components further comprise an initializer component that performs a pretraining procedure, wherein the initializer component assigns the weights the weights between the hidden layers to generate the pretrained DBN.