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niarules

Numerical Association Rule Mining using Population-Based Nature-Inspired Algorithms

v0.3.1 · Sep 15, 2025 · MIT + file LICENSE

Description

Framework is devoted to mining numerical association rules through the utilization of nature-inspired algorithms for optimization. Drawing inspiration from the 'NiaARM' 'Python' and the 'NiaARM' 'Julia' packages, this repository introduces the capability to perform numerical association rule mining in the R programming language. Fister Jr., Iglesias, Galvez, Del Ser, Osaba and Fister (2018) <doi:10.1007/978-3-030-03493-1_9>.

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r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
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r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
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r-release-windows-x86_64 OK
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NOTE r-oldrel-macos-arm64

installed package size

installed size is  7.0Mb
  sub-directories of 1Mb or more:
    extdata   1.9Mb
    libs      4.6Mb
NOTE r-oldrel-macos-x86_64

installed package size

installed size is  7.1Mb
  sub-directories of 1Mb or more:
    extdata   1.9Mb
    libs      4.6Mb

Check History

NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
NOTE r-oldrel-macos-arm64

installed package size

installed size is  7.0Mb
  sub-directories of 1Mb or more:
    extdata   1.9Mb
    libs      4.6Mb
NOTE r-oldrel-macos-x86_64

installed package size

installed size is  7.1Mb
  sub-directories of 1Mb or more:
    extdata   1.9Mb
    libs      4.6Mb

Dependency Network

Dependencies Reverse dependencies Rcpp dplyr rlang rgl niarules

Version History

new 0.3.1 Mar 10, 2026
updated 0.3.1 ← 0.3.0 diff Sep 14, 2025
updated 0.3.0 ← 0.2.0 diff Sep 7, 2025
updated 0.2.0 ← 0.1.0 diff Feb 19, 2025
new 0.1.0 Mar 8, 2024