2010. Weka-a machine learning workbench for data mining. In: Data Mining and Knowledge Discovery Handbook. Springer US, 1269-1277.Frank E, Hall M, Holmes G, Kirkby R, Pfahringer B, Witten IH, Trigg L. Weka--a machine learning workbench for data mining. In: Data Mining and Knowledge ...
In machine learning and data mining, WEKA (Waikato Environment for Knowledge Analysis) provided the first comprehensive software workbench for research and development. Although it has been subjected to on-going improvements over the past ... D Baumgartner,G Serpen - International Conference on Data...
It is not capable of multi-relational data mining. Still, there is separate software for converting a collection of linked database tables into a single table suitable for processing using Weka. Another important area currently not covered by the algorithms included the Weka distribution in sequence...
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Weka is a collection of machine learning algorithms for data mining tasks. The algorithms can either be applied directly to a dataset or called from your own Java code. Weka contains tools for data pre-processing, classification, regression, clustering, association rules, and visualization.What...
Weka, short for Waikato Environment for Knowledge Analysis, is a powerful suite of machine learning software developed at the University of Waikato, New Zealand. PlayPrimarily designed for data mining tasks, Weka for PC offers an extensive collection of machine learning algorithms and tools that faci...
Weka的全名是怀卡托智能分析环境(Waikato Environment for Knowledge Analysis),是一款免费的,非商业化(与之对应的是SPSS公司商业数据挖掘产品--Clementine )的,基于JAVA环境下开源的机器学习(machine learning)以及数据挖掘(data minining)软件。它和它的源代码可在其官方网站下载。有趣的是,该软件的缩写WEKA也是New Ze...
InPart 1, I introduced the concept of data mining and to the free and open source software Waikato Environment for Knowledge Analysis (WEKA), which allows you to mine your own data for trends and patterns. I also talked about the first method of data mining — regression — which allows ...
Weka 3: Data Mining Software in Java Weka is a collection of machine learning algorithms for data mining tasks. The algorithms can either be applied directly to a dataset or called from your own Java code. Weka contains tools for data pre-processing, classification, regression, clustering, assoc...