Weka – GUI Way to Learn Machine Learning
نویسندگان
چکیده
منابع مشابه
WEKA: A Machine Learning Workbench
WEKA is a workbench for machine learning that is intended to aid in the application of machine learning techniques to a variety of real-world problems, in particular, those arising from agricultural and horticultural domains. Unlike other machine learning projects, the emphasis is on providing a working environment for the domain specialist rather than the machine learning expert. Lessons learn...
متن کاملIntroducing Machine Learning Concepts with WEKA.
This chapter presents an introduction to data mining with machine learning. It gives an overview of various types of machine learning, along with some examples. It explains how to download, install, and run the WEKA data mining toolkit on a simple data set, then proceeds to explain how one might approach a bioinformatics problem. Finally, it includes a brief summary of machine learning algorith...
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The Waikato Environment for Knowledge Analysis (Weka) is a comprehensive suite of Java class libraries that implement many state-of-the-art machine learning and data mining algorithms. Weka is freely available on the World-Wide Web and accompanies a new text on data mining [1] which documents and fully explains all the algorithms it contains. Applications written using the Weka class libraries ...
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The drug discovery and development process is lengthy and expensive, and bringing a drug to market may take up to 18 years and may cost up to 2 billion $US. The extensive use of computer-assisted drug design techniques may considerably increase the chances of finding valuable drug candidates, thus decreasing the drug discovery time and costs. The most important computational approach is represe...
متن کاملThe Programmer’s Learning Machine: A Teaching System To Learn Programming
The Programmer’s Learning Machine (PLM) is an interactive exerciser aimed at learning programming and algorithms. It targets students in (semi-)autonomous settings, using an integrated and graphical environment that provides a short feedback loop. This generic platform also enables teachers to create specific programming microworlds that match their teaching goals. This paper discusses our desi...
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ژورنال
عنوان ژورنال: مجلة الجمعیة المصریة لنظم المعلومات وتکنولوجیا الحاسبات
سال: 2017
ISSN: 2735-4350
DOI: 10.21608/jstc.2017.117548