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

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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.

Author
Michael Hahsler
Date of publication
2015-07-02 11:54:26
Maintainer
Michael Hahsler <mhahsler@lyle.smu.edu>
License
GPL-2
Version
0.1-5
URLs

View on R-Forge

Man pages

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

Files in this package

arulesNBMiner/DESCRIPTION
arulesNBMiner/NAMESPACE
arulesNBMiner/R
arulesNBMiner/R/AAAonLoad.R
arulesNBMiner/R/AllClasses.R
arulesNBMiner/R/NBMiner.R
arulesNBMiner/R/NBMinerParameters.R
arulesNBMiner/R/parameter.R
arulesNBMiner/data
arulesNBMiner/data/Agrawal.rda
arulesNBMiner/inst
arulesNBMiner/inst/java
arulesNBMiner/inst/java/arulesNBMiner.jar
arulesNBMiner/java
arulesNBMiner/java/Association.class
arulesNBMiner/java/Association.java
arulesNBMiner/java/Itemset.class
arulesNBMiner/java/Itemset.java
arulesNBMiner/java/Makefile
arulesNBMiner/java/NBMiner.class
arulesNBMiner/java/NBMiner.java
arulesNBMiner/java/R_result.class
arulesNBMiner/java/R_result.java
arulesNBMiner/java/Rule.class
arulesNBMiner/java/Rule.java
arulesNBMiner/java/SparseSetOfItemsets.class
arulesNBMiner/java/SparseSetOfItemsets.java
arulesNBMiner/java/arulesNBMiner.jar
arulesNBMiner/man
arulesNBMiner/man/Agrawal.Rd
arulesNBMiner/man/NBMiner.Rd
arulesNBMiner/man/NBMinerParameters.Rd