| 粒计算规则生成模型 |
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| 引用本文： | 卓丽霞,朱小飞.粒计算规则生成模型[J].重庆工学院学报,2008,22(9). |
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| 作者姓名： | 卓丽霞 朱小飞 |
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| 作者单位： | 重庆工学院工商管理学院，重庆工学院数理学院 |
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| 摘 要： | 提出了一种粒计算规则生成模型GrCRule.该模型以最优粒化为基础来构造粒的最优划分,避免了决策树方法必需使用同一属性的所有属性值对来构造划分的局限.通过仿真实验说明,该模型能够得到比决策树方法更精简的规则集以及更强的泛化能力.
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| 关 键 词： | 机器学习 智能计算 粒计算 规则生成 |
GrC Rule Generation Model |
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| ZHUO Li-Xiaa,ZHU Xiao-Feib.GrC Rule Generation Model[J].Journal of Chongqing Institute of Technology,2008,22(9). |
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| Authors: | ZHUO Li-Xiaa ZHU Xiao-Feib |
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| Abstract: | This paper gives a GrCRrule generation model called GrCRule.It can generate the optimal partition based on the optimal granulation,overcoming the limitation of decision tree which has to use the attribute-value pairs of the same attribute to make the partition.Experiment shows that GrCRule can generate smaller rule set size and stronger generalization ability than that of decision tree. |
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| Keywords: | machine learning intelligence computing granular computing rule generation |
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