Supervised Compression of Big Data

A supervised compression method that incorporates the response for reducing big data to a carefully selected subset. Please see Joseph and Mak (2021) . This research is supported by a U.S. National Science Foundation (NSF) grant CMMI-1921646.


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install.packages("supercompress")

1.1 by Chaofan Huang, 5 days ago


Browse source code at https://github.com/cran/supercompress


Authors: Chaofan Huang [aut, cre] , V. Roshan Joseph [aut]


Documentation:   PDF Manual  


GPL (>= 2) license


Imports FNN, stats


See at CRAN