Application of Neural Network Pruning Algorithms to Stock Company Special Treatment Prediction
Haikun Wei · Journal of Nanjing University of Science and Technology · 2005
While neural network is applied to ST(Special Treatment) forecast model,the sticking point is ascertaining suitable dimensions of network.This paper presents weight elimination algorithm,one of the pruning algorithms,and its pruning mechanism.Based on the 5 years' practical data of domestic stock companies,a method of setting up ST forecast model is proposed and a satisfied prediction result is obtained.