YALE (Yet Another Learning Environment) is a flexible open-source tool for knowledge discovery, machine learning experiments, and data mining applications. Experiments can be made up of a large number of arbitrarily nestable operators and their setup is described by XML files which can easily be created with a graphical user interface. Applications of YALE cover both research and real-world data mining tasks.More than 350 nestable learning and preprocessing operators are provided. Among other features, the new release YALE 3.3 offers a completely revised visualization engine which is both more efficient and more powerful. Beside other major improvements and several bugfixes this version also includes a Windows executable and a Windows installer.
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