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Journal | [J] 地质研究 Volume 4, Issue 7. 2022.
决策树算法和MAPREDUCE技术：综述
作者 : Bisma Bashir, Farheen Siddiqui
DOI: 10.12361/2661-3646-04-07-105351
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摘要 / Abstract
在当今时代，大数据和数据挖掘起着非常重要的作用。大数据可以是结构化的，也可以是非结构化的。 这种巨大的数据增长引发了处理这些数据的新技术和工具的开发。不同的算法被用来对大数据进行分类，但是基 于决策树的算法类别被认为是所有其他算法中最好的分类器。决策树算法实现起来简单快速。本文讨论了基于 MapReduce框架的基于决策树的算法。随着数据的增长，决策树算法有一些需要解决的局限性。MapReduce技术是 采用决策树算法进行大数据处理的最佳解决方案。
关键词 / Keywords
大数据；决策树算法；分类技术；ID3；C4.5；MapReduce
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