Package: wnpp Severity: wishlist
* Package name : yale Version : 3.4 Upstream Author : Ingo Mierswa et al. * URL : http://rapid-i.com/ * License : GPL Programming Lang: Java Description : environment for rapid prototyping of data mining applications 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. . A modular operator concept allows the design of complex nested operator chains for a huge number of learning problems. The data handling is transparent to the operators. They do not have to cope with the actual data format or different data views - the YALE core takes care of the necessary transformations. YALE is widely used by researchers and in industry. . Use YALE and explore your data! Simplify the construction of experiments and the evaluation of different approaches. Try to find the best combination of preprocessing and learning steps or let YALE do that automatically for you. The graphical user interface and the XML based scripting language turn YALE into an integrated development environment (IDE) for machine learning and data mining. Furthermore, this concept defines a standardized interchange format for data mining experiments. There is already a package called yale in Debian, so either one will need a new name. -- To UNSUBSCRIBE, email to [EMAIL PROTECTED] with a subject of "unsubscribe". Trouble? Contact [EMAIL PROTECTED]
