An Optimized Classification Algorithm by Neural Network Ensemble Based on PLS and OLS

Using the neural network to classify the data which has higher dimension and fewer samples means overmuch feature inputs influence the structure design of neural network and fewer samples will generate incomplete or overfitting phenomenon during the neural network training. All of the above will res...

Full description

Bibliographic Details
Main Authors: Weikuan Jia, Dean Zhao, Yuyang Tang, Chanli Hu, Yuyan Zhao
Format: Article
Language:English
Published: Hindawi Limited 2014-01-01
Series:Mathematical Problems in Engineering
Online Access:http://dx.doi.org/10.1155/2014/395263