Open science in machine learning
  We present OpenML and mldata, open science platforms that provides easy access to machine learning data, software and results to encourage further study and application. They go beyond the more traditional repositories for data sets and software packages in that they allow researchers to also easily share the results they obtained in experiments and to compare their solutions with those of others. 
Joaquin Vanschoren and Mikio L. Braun and Cheng Soon Ong
cs.LG cs.DL