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Provides a simple R interface to the OPUS Miner algorithm (implemented in C++) for finding the top-k productive, non-redundant itemsets from transaction data. The OPUS Miner algorithm uses the OPUS search algorithm to efficiently discover the key associations in transaction data, in the form of self-sufficient itemsets, using either leverage or lift. See <http://i.giwebb.com/index.php/research/association-discovery/> for more information in relation to the OPUS Miner algorithm.
| Version: | 0.1-1 |
| Imports: | Rcpp (≥ 0.12.9), arules (≥ 1.5-0), Matrix (≥ 1.2-7), methods |
| LinkingTo: | Rcpp |
| Published: | 2020-02-03 |
| DOI: | 10.32614/CRAN.package.opusminer |
| Author: | Geoffrey I Webb [aut, cph] (OPUS Miner algorithm and C++ implementation, http://i.giwebb.com/index.php/research/association-discovery/), Christoph Bergmeir [ctb, cre], Angus Dempster [ctb, cph] (R interface) |
| Maintainer: | Christoph Bergmeir <christoph.bergmeir at monash.edu> |
| License: | GPL-3 |
| Copyright: | OPUS Miner algorithm and C++ implementation Copyright (C) 2012-2017 Geoffrey I Webb, R interface Copyright (C) 2017 Angus Dempster. |
| NeedsCompilation: | yes |
| Citation: | opusminer citation info |
| In views: | MachineLearning |
| CRAN checks: | opusminer results |
| Reference manual: | opusminer.pdf |
| Package source: | opusminer_0.1-1.tar.gz |
| Windows binaries: | r-devel: opusminer_0.1-1.zip, r-release: opusminer_0.1-1.zip, r-oldrel: opusminer_0.1-1.zip |
| macOS binaries: | r-release (arm64): opusminer_0.1-1.tgz, r-oldrel (arm64): opusminer_0.1-1.tgz, r-release (x86_64): opusminer_0.1-1.tgz, r-oldrel (x86_64): opusminer_0.1-1.tgz |
| Old sources: | opusminer archive |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.