arulesNBMiner: Mining NB-Frequent Itemsets and NB-Precise Rules
Version 0.1-5

NBMiner is an implementation of the model-based mining algorithm for mining NB-frequent itemsets presented in "Michael Hahsler. A model-based frequency constraint for mining associations from transaction data. Data Mining and Knowledge Discovery, 13(2):137-166, September 2006." In addition an extension for NB-precise rules is implemented.

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AuthorMichael Hahsler
Date of publication2015-07-02 11:54:26
MaintainerMichael Hahsler <mhahsler@lyle.smu.edu>
LicenseGPL-2
Version0.1-5
URL http://R-Forge.R-project.org/projects/arules/ http://lyle.smu.edu/IDA/arules/
Package repositoryView on R-Forge
InstallationInstall the latest version of this package by entering the following in R:
install.packages("arulesNBMiner", repos="http://R-Forge.R-project.org")

Man pages

Agrawal: Synthetic Example Dataset Agrawal
NBMiner: NBMiner: Mine NB-Frequent Itemsets or NB-Precise Rules
NBMinerParameters: Estimate Global Model Parameters from Data

Functions

Agrawal Man page
Agrawal.db Man page
Agrawal.pat Man page
NBMiner Man page Source code
NBMinerControl-class Man page
NBMinerParameter-class Man page
NBMinerParameters Man page Source code
chi2_test Source code
estim_nbd_moments Source code
estim_nbinom Source code
list2object Source code
mean_var_from_hist Source code
onLoad Source code

Files

DESCRIPTION
NAMESPACE
R
R/AAAonLoad.R
R/AllClasses.R
R/NBMiner.R
R/NBMinerParameters.R
R/parameter.R
data
data/Agrawal.rda
inst
inst/java
inst/java/arulesNBMiner.jar
java
java/Association.class
java/Association.java
java/Itemset.class
java/Itemset.java
java/Makefile
java/NBMiner.class
java/NBMiner.java
java/R_result.class
java/R_result.java
java/Rule.class
java/Rule.java
java/SparseSetOfItemsets.class
java/SparseSetOfItemsets.java
java/arulesNBMiner.jar
man
man/Agrawal.Rd
man/NBMiner.Rd
man/NBMinerParameters.Rd
arulesNBMiner documentation built on May 21, 2017, 3:30 a.m.