supercompress: 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) <doi:10.1002/sam.11508>. This research is supported by a U.S. National Science Foundation (NSF) grant CMMI-1921646.

Version: 1.1
Imports: FNN, stats
Published: 2022-01-14
DOI: 10.32614/CRAN.package.supercompress
Author: Chaofan Huang [aut, cre], V. Roshan Joseph [aut]
Maintainer: Chaofan Huang <chaofan.huang at>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation: no
CRAN checks: supercompress results


Reference manual: supercompress.pdf


Package source: supercompress_1.1.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
macOS binaries: r-release (arm64): supercompress_1.1.tgz, r-oldrel (arm64): supercompress_1.1.tgz, r-release (x86_64): supercompress_1.1.tgz, r-oldrel (x86_64): supercompress_1.1.tgz
Old sources: supercompress archive


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