Package: arulesNBMiner 0.1-8

arulesNBMiner: Mining NB-Frequent Itemsets and NB-Precise Rules

NBMiner is an implementation of the model-based mining algorithm for mining NB-frequent itemsets and NB-precise rules. Michael Hahsler (2006) <doi:10.1007/s10618-005-0026-2>.

Authors:Michael Hahsler [aut, cre, cph]

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arulesNBMiner.pdf |arulesNBMiner.html✨
arulesNBMiner/json (API)

# Install 'arulesNBMiner' in R:
install.packages('arulesNBMiner', repos = c('https://mhahsler.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/mhahsler/arulesnbminer/issues

Uses libs:
  • openjdk– OpenJDK Java runtime, using Hotspot JIT
Datasets:

On CRAN:

association-rulesopenjdk

3.48 score 6 stars 10 scripts 303 downloads 2 exports 5 dependencies

Last updated 2 years agofrom:5ee646cb2c. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKDec 03 2024
R-4.5-winOKDec 03 2024
R-4.5-linuxOKDec 03 2024
R-4.4-winOKDec 03 2024
R-4.4-macOKDec 03 2024
R-4.3-winOKDec 03 2024
R-4.3-macOKDec 03 2024

Exports:NBMinerNBMinerParameters

Dependencies:arulesgenericslatticeMatrixrJava

Readme and manuals

Help Manual

Help pageTopics
Synthetic Example Dataset AgrawalAgrawal Agrawal.db Agrawal.pat
NBMiner: Mine NB-Frequent Itemsets or NB-Precise RulesNBMiner NBMinerControl-class NBMinerParameter-class
Estimate Global Model Parameters from DataNBMinerParameters