使用Weka工具包对ZeroR和J48分类器进行有效性分析

Q4 Mathematics

Bulletin of the Transilvania University of Brasov, Series III: Mathematics, Informatics, Physics Pub Date : 2020-01-30 DOI:10.31926/but.mif.2019.61.12.2.25

L. Sângeorzan

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引用次数: 2

摘要

目前的一个问题是比较评估大型数据集的技术和对这些数据的解释以更好的方式做出决策。本文用开源的Weka工具从几个指标的角度比较了两种广泛使用的分类算法(ZeroR和J48)。实验比较了两个不同规模和不同领域的数据集:商业和生活。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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Effectiveness analysis of ZeroR and J48 classifiers using Weka toolkit

A current problem is comparing the techniques for evaluating large datasets and interpretation of these data for making decisions in a better way. This paper compares two widely used classiﬁcation algorithms (ZeroR, J48) from the point of view of several metrics with open source Weka tool. The experimental comparison was made on two datasets of diﬀerent sizes and from diﬀerent domains: business and life.

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来源期刊

Bulletin of the Transilvania University of Brasov, Series III: Mathematics, Informatics, Physics Mathematics-Mathematics (all)

CiteScore

0.30

自引率

0.00%

发文量