Title :
The Application of Error Statistics in Neural Network
Author :
Haiqian, He ; Dewei, Peng ; Donghui, Li
Author_Institution :
Dept. of Comput. Sci. & Technol., Wuhan Univ. of Technol., Wuhan, China
Abstract :
This paper analyzes error distribution between the predictive value and the actual value with the application of Neural Network. Based on Probability theory and Rough set theory, how to revise the predictive value, give more reliable predictive interval and give the degree of confidence are discussed.
Keywords :
error statistics; neural nets; probability; rough set theory; error distribution; error statistics; neural network; probability theory; rough set theory; Arrays; Artificial neural networks; Computer science; Data models; Forecasting; Predictive models; Statistical analysis; Error Statistics; Neural Network; Rough set theory; degree of confidence;
Conference_Titel :
Distributed Computing and Applications to Business Engineering and Science (DCABES), 2010 Ninth International Symposium on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4244-7539-1
DOI :
10.1109/DCABES.2010.135
