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《农业科学与技术(英文版)》 2010-04
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Application Comparison of Association Rules and C4.5 Rules in Land Evaluation

LI Ting1,4,YANG Jing-feng2,4,CHEN Zhi-min3* 1.Zhongshan Torch Polytechnic,Zhongshan 528436;2.Guangdong Ritu Information Systems Co.,Ltd.,Shunde 528305;3.Center of Experimental Teaching for Common Basic Courses,SCAU,Guangzhou 510642;4.Guangdong Rocent Information Technology Co.,Ltd.,Guangzhou 510656  
Association rules and C4.5 rules can overcome the shortage of the traditional land evaluation methods and improve the intelligibility and efficiency of the land evaluation knowledge.In order to compare these two kinds of classification rules in the application,two fuzzy classifiers were established by combining with fuzzy decision algorithm especially based on Second General Soil Survey of Guangdong Province.The results of experiments demonstrated that the fuzzy classifier based on association rules obtain a higher accuracy rate,but with more complex calculation process and more computational overhead;the fuzzy classifier based on C4.5 rules obtain a slightly lower accuracy,but with fast computation and simpler calculation.
【Fund】: Supported by Science and Technology Plan Project of Guangdong Province (2009B010900026 2009CD058 2009CD078 2009CD079 2009CD080);; Special Funds for Support Program of Development of Modern Information Service Industry of Guangdong Province(06120840B0370124);; Funded Fund Project of South China Agricultural University (2007K017)~~
【CateGory Index】: F301;F224
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