| 基于Naive Bayes算法的大豆病害诊断研究 |
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| 引用本文： | 时雷,虎晓红,席磊.基于Naive Bayes算法的大豆病害诊断研究[J].安徽农业科学,2009,37(11):5320-5320. |
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| 作者姓名： | 时雷 虎晓红 席磊 |
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| 作者单位： | 河南农业大学信息与管理科学学院,河南郑州,450002 |
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| 摘 要： | 介绍了Naive Bayes算法的基本理论。以UCI数据库中的大豆数据集为实例,研究了Naive Bayes算法在大豆病害诊断中的应用。试验结果表明,Naive Bayes算法的预测精度优于决策树C4.5算法和最近邻INN算法。
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| 关 键 词： | NaiveBayes 大豆 病害诊断 |
Research on the Diagnosis of Soybean Diseases Based on Naive Bayes Algorithm |
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| Institution: | SHI Lei et al(College of Information and Management Science,Henan Agricultural University,Zhengzhou,Henan 450002) |
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| Abstract: | The basic theory of Naive Bayes algorithm was firstly introduced.Taking the soybean dataset in UCI database as an example,the applications of Naive Bayes algorithm in soybean disease diagnosis were studied.The research results indicated the prediction accuracy of Naive Bayes algorithm was better than that of decision tree C4.5 algorithm and nearest neighbor INN algorithm. |
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| Keywords: | Naive Bayes |
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