In this paper, a Bayesdecisionrule is derived for the scale-exponential family with error in variables, and an empirical Bayes (EB) decisionrule is constructed by a deconvolution kernel method.
本文获得了刻度指数族变量带误差情形下的贝叶斯决策，且利用解卷积的核方法构造出了经验贝叶斯决策。
2
The misclassification probability of the nearest neighbor decisionrule won't exceed 2 times of that of Bayesdecisionrule when the sample number is very large.
最近邻准则是一种次最优准则，当样本数目很大时，最近邻准则的错误率不会超过贝叶斯错误概率的2倍。
3
The practice indicate that the Planting Decision-making on Cross Bedding of Farming and Animal Husbandary in the East of Inner Mongolia by the BayesRule is feasible.