| 多模式多决策系统 |
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| 引用本文： | 何劲松,郑浩然,王煦法.多模式多决策系统[J].计算机工程与应用,2003,39(3):93-94,109. |
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| 作者姓名： | 何劲松 郑浩然 王煦法 |
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| 作者单位： | 中国科学技术大学计算机科学与技术系,合肥,230027 |
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| 摘 要： | 该文分析了决策树归纳学习在进行多模式类学习时存在的问题,并针对此问题提出了一种用多决策树进行逻辑合成的方法。UCI数据的实验结果和实际应用都表明,用多决策树进行模式递增学习的方法可以有效地提高识别系统的判决精度。
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| 关 键 词： | 模式识别 归纳学习 决策树 多决策树 |
| 文章编号： | 1002-8331-(2003)03-0093-02 |
Multi-Conditional Multi-Decision System |
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| He,Jinsong Zheng Haoran Wang Xufa.Multi-Conditional Multi-Decision System[J].Computer Engineering and Applications,2003,39(3):93-94,109. |
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| Authors: | He Jinsong Zheng Haoran Wang Xufa |
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| Abstract: | The problem of decision-tree-method for multiple classes is put forward in this paper.To solve this problem,a method of logistically combining multiple decision trees is proposed.Experiments on UCI datasets and trials in real applications show that the proposed method can improve the accuracy of recognition effectively. |
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| Keywords: | Pattern recognition Inductive learning Decision Tree Multiple trees |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
