| 基于 R 语言机器学习的分类算法应用研究 |
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| 引用本文： | 钟志强. 基于 R 语言机器学习的分类算法应用研究[J]. 鞍山师范学院学报, 2015, 0(4): 48-52. DOI: 10.3969/j.issn.1008-2441.2015.04.012 |
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| 作者姓名： | 钟志强 |
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| 作者单位： | 鞍山师范学院物理科学与技术学院,辽宁鞍山,114007 |
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| 摘 要： | R语言不仅普遍应用在数理统计，在机器学习领域也有出色表现。本文以机器学习中的分类算法为主要内容，探讨R语言在机器学习中的应用。通过对分类方法结果加以分析，推广了R语言的教学研究与应用。
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| 关 键 词： | k-最近邻法 决策树 朴素贝叶斯分类 人工神经网络 支持向量机 |
Analysis on the application of classify algorithm based on R language machine learning |
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| Abstract: | R language is used widely in mathematical statistics,the same as in machine learning.This paper presents the Based on R language machine learning in the classify algorithm.The range of discussion includes k-nearest neighbor,decision tree,native Bayesian classifier and Artificial neural.At last we analysis classify al-gorithm in order to promote R language education research and application. |
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| Keywords: | k-nearest neighbor decision tree native Bayesian classifier artificial neural networks support vector machine |
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