| 基于决策树的空袭目标数据挖掘 |
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| 引用本文： | 李京,杨根源.基于决策树的空袭目标数据挖掘[J].电光与控制,2012,19(11):21-25. |
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| 作者姓名： | 李京 杨根源 |
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| 作者单位： | 李京:海军航空工程学院，山东烟台264001
杨根源:海军信息化专家委员会，北京100073
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| 摘 要： | 为了更好地辅助决策人员进行空袭目标选择,首先分析了影响空袭目标选择的因素;利用Netica软件得到训练样本集;利用ID3算法构造决策树模型,并从中挖掘出空袭目标选择的14条规则;最后总结出目标选择遵循的6条指导原则。仿真结果表明,利用决策树进行空袭目标数据挖掘,准确率比较满意,是一种目标选择的新思路。
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| 关 键 词： | 空袭目标 目标选择 决策树 数据挖掘 |
| 收稿时间： | 2011/9/22 |
Air Attack Target Data Mining Based on Decision Tree |
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| LI Jing,YANG Genyuan.Air Attack Target Data Mining Based on Decision Tree[J].Electronics Optics & Control,2012,19(11):21-25. |
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| Authors: | LI Jing YANG Genyuan |
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| Affiliation: | 1.Naval Aeronautical Engineering Academy,Yantai 264001,China; 2.Naval Information Expert Committee,Beijing 100073,China) |
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| Abstract: | The purpose of this article is to help the decision-makers select the air attack targets.Firstthe factors that have effect on air attack target selection were analyzed.ThenNetica software was used for obtaining the training sample setand the decision tree model was constructed by ID3 algorithm. Finally14 rules and 6 guiding principles were obtained for the target selection.From the simulation resultsit can be concluded that the accuracy of the decision tree model is satisfactorywhich is a new idea for target selection. |
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| Keywords: | air attack target target selection decision tree data mining |
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