模糊模式树分类算法综述

J. Zhang, Bin Ma
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摘要

数据分类算法是大数据挖掘的核心内容。其主要功能是提取有价值的知识和信息,分析各类信息的特点,为进一步研究提供数据依据。随着数据挖掘技术的广泛应用,数据分类算法不断涌现并逐步完善。经典的分类算法有决策树分类算法、朴素贝叶斯算法、支持向量机分类算法、人工神经网络分类算法、模糊模式树(FPT)等。本文总结了数据分类算法中常用的几种算法,分析了它们的特点,了解了它们的算法原理和应用场景。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Survey of Fuzzy Pattern Tree Classification Algorithms
Data classification algorithm is the core content of big data mining. Its main function is to extract valuable knowledge and information,analyze the characteristics of all kinds of information, and provide data basis for further research. With the wide application of data mining technology, data classification algorithms continue to emerge and gradually improve. The classic classification algorithms include decision tree classification algorithm, naive Bayes algorithm, support vector machine classification algorithm, artificial neural network classification algorithm, fuzzy pattern tree (FPT) and so on. This paper summarizes several common algorithms in data classification algorithms, and analyzes their characteristics to understand their algorithm principles and application scenarios.
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