OpenML: A Collaborative Science Platform
نویسندگان
چکیده
We present OpenML, a novel open science platform that provides easy access to machine learning data, software and results to encourage further study and application. It organizes all submitted results online so they can be easily found and reused, and features a web API which is being integrated in popular machine learning tools such asWeka, KNIME, RapidMiner and R packages, so that experiments can be shared easily.
منابع مشابه
OpenML: a Networked Science Platform for Machine Learning (Abstract)
OpenML is an online machine learning platform where researchers can automatically log and share data, code, and experiments in fine detail and organize them online to work and collaborate more effectively (Vanschoren et al., 2013). It is designed to create a networked science (Nielsen, 2012) ecosystem, allowing researchers all over the world to collaborate in large teams or completely in the op...
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تاریخ انتشار 2013