Title :
The application of Bayesian network model in evaluation of training
Author :
Xiaojian Liu ; Yongping Xin ; Jianpeng Cui ; Lei Lei
Author_Institution :
Missile College of Air Force Engineering University, Sanyuan 713800, China
Abstract :
The measurement of training effect is difficult. Much incertitude exists in evaluation of training. The great uncertain information expression and the probability reasoning of the Bayesian networks are presented. Bayesian network theory is introduced simply. The practices of training are considered. The evaluation model of training based on static Bayesian networks is established for three methods. The training evaluation model built for three methods are based on GeNIe2.0 environment. The model is representative.
Keywords :
Atmospheric modeling; Bayes methods; Lead; Training; Training data; evaluation of training; parameter learning; static Bayesian network; structure learning;
Conference_Titel :
Conference Anthology, IEEE
Conference_Location :
China
DOI :
10.1109/ANTHOLOGY.2013.6784851