WebDR: A Web Workbench for Data Reduction


Welcome

WebDR offers on-line implementations of known Data Reduction Techniques for fast and effective k-Nearest Neighbour Classification.

You can run experiments and measure the classification performance through an interactive web interface over several known KEEL/UCI datasets as well as time-series datasets from UCR.

WebDR is hosted on a on a Debian GNU/Linux server with two 64-bit Quad-Core CPU (8 threads) and 2GB of RAM. The web interface was developed using PHP (server-side programming) and html/CSS and javascript (client-side programming). All algorithms were coded in C. The binaries of the implemented algorithms are located and executed on the server.

If you want to run experiments over a dataset of your choice, please sent it via email to stoug@uom.gr



Select methodology


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Dataset explorer


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k-Nearest Neighbour Classification


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Data Reduction | k-Nearest Neighbour Classification


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Editing | k-Nearest Neighbour Classification


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Editing | Data Reduction | k-Nearest Neighbour Classification


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IMLab 2013-2014. Developed by Stefanos Ougiaroglou