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Experimental Evaluation of Open Source Data Mining Tools (WEKA and Orange)

机译:开源数据采矿工具(Weka和Orange)的实验评估

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Nowadays, it is possible for every organisation to manage the large dataset at minimum cost. But in order to collect the fruitful information, it is mandatory to utilize the large volume of stored data. Data mining is an ongoing process of searching pattern and collecting useful information from large datasets for future use. There is no doubt that Data mining is very important in various areas like education, military, ebusiness, healthcare etc. The main objective of data mining process is to supervise the data from various sources in different manner then assemble it to collect the useful information. It can be done by the help of various tools and techniques. There are a number of data mining tools available in the digital world that can help the researchers for the evaluation of the data. These tools work as an interface to receive the data and to extract some meaningful patterns out of large dataset. Selection of best tool according to requirement is not an easy task. In order to find out the best data mining tool for classification problem, comparison of various tools is necessary on the basis of different parameters. In this paper, data mining tools WEKA and Orange are analysed on the basis of implementation of parameters. The main objective of this comparison is to help the researchers to select the suitable tool from these two.
机译:如今,每个组织都可以以最小的成本管理大型数据集。但为了收集富有成效的信息,必须利用大量的存储数据。数据挖掘是搜索模式的持续过程,并从大型数据集中收集有用信息以供将来使用。毫无疑问,数据挖掘在教育,军事,电子商务,医疗保健等各种领域非常重要。数据采矿过程的主要目标是以不同的方式监督各种来源的数据,然后组装它以收集有用的信息。它可以通过各种工具和技术的帮助来完成。数字世界中有许多数据挖掘工具可以帮助研究人员进行评估。这些工具作为接收数据的接口,并从大型数据集中提取一些有意义的模式。根据要求选择最佳工具不是一项简单的任务。为了找出用于分类问题的最佳数据挖掘工具,基于不同参数,各种工具的比较是必要的。在本文中,在参数的实施的基础上分析了数据挖掘工具WEKA和橙色。此比较的主要目的是帮助研究人员从这两个中选择合适的工具。

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