Investigation of the effectiveness of a classification method based on improved DAE feature extraction for hepatitis C prediction.

This is due to the fact that the chain rule leads to gradient vanishing and overfitting problems, and its convergence speed will have a decreasing trend; whereas the IDAE adds direct paths between layers by incorporating techniques such as residual connectivity, which allows the signal to bypass the nonlinear transforms of some layers and propagate directly to the later layers.

also in 47,180 other papers