mloss.org WebEnsemblehttp://mloss.orgUpdates and additions to WebEnsembleenTue, 08 May 2012 22:24:44 -0000WebEnsemble 1.0http://mloss.org/software/view/406/<html><p>The WebEnsemble application uses crowdsourcing to collect predictions for provided data sets and combines them into a single set of predictions for the data, representing an ensemble of the models that generated the original predictions. It is designed for classification, but may be adaptable to other tasks. </p> <p>The project download contains a short paper describing the application's capabilities and use, along with a program that can be used to convert data sets between C4.5 or ARFF formats and the XML format the application uses to represent data sets. </p> <p>The application was developed using NetBeans IDE, and the download contains a folder "WebEnsemble" which can be opened as a project in the IDE. The javadoc and deployable WAR file for the application can be found in that folder under the "dist" subfolder. </p> <p>The application requires an SQL database, with the database requirements described in a text file included in the download. The application was designed and tested using a GlassFish application server; its compatibility with other application servers has not been tested. </p></html>Kaleb JungclausTue, 08 May 2012 22:24:44 -0000http://mloss.org/software/rss/comments/406http://mloss.org/software/view/406/ensemblesclassifiactioncrowdsourcing