Classification Based on Association Rules

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Documentation for package ‘arulesCBA’ version 1.2.5

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arulesCBA-package arulesCBA: Classification Based on Association Rules
accuracy Model Prediction for Classifiers Based on Association Rules
C4.5_CBA CBA classifiers based on rule-based classifiers in RWeka
CBA Classification Based on Association Rules Algorithm (CBA)
CBA_helpers Helper Functions For Dealing with Classes
CBA_ruleset Constructor for Objects for Classifiers Based on Association Rules
classes Helper Functions For Dealing with Classes
classFrequency Helper Functions For Dealing with Classes
CMAR Interface to the LUCS-KDD Implementations of CMAR, PRM and CPAR
CPAR Interface to the LUCS-KDD Implementations of CMAR, PRM and CPAR
discretize Supervised Methods to Convert Continuous Variables into Categorical Variables
discretizeDF.supervised Supervised Methods to Convert Continuous Variables into Categorical Variables
FOIL Use FOIL to learn a rule set for classification
foil Use FOIL to learn a rule set for classification
FOIL2 Interface to the LUCS-KDD Implementations of CMAR, PRM and CPAR
LUCS_KDD_CBA Interface to the LUCS-KDD Implementations of CMAR, PRM and CPAR
Lymphography The Lymphography Domain Data Set (UCI)
majorityClass Helper Functions For Dealing with Classes
mineCARs Mine Class Association Rules
Mushroom The Mushroom Data Set (UCI)
PART_CBA CBA classifiers based on rule-based classifiers in RWeka
predict Model Prediction for Classifiers Based on Association Rules
predict.CBA Model Prediction for Classifiers Based on Association Rules
prepareTransactions Prepare Data for Associative Classification
PRM Interface to the LUCS-KDD Implementations of CMAR, PRM and CPAR
pruneCBA_M1 Classification Based on Association Rules Algorithm (CBA)
pruneCBA_M2 Classification Based on Association Rules Algorithm (CBA)
RCAR Regularized Class Association Rules for Multi-class Problems (RCAR+)
rcar Regularized Class Association Rules for Multi-class Problems (RCAR+)
response Helper Functions For Dealing with Classes
RIPPER_CBA CBA classifiers based on rule-based classifiers in RWeka
RWeka_CBA CBA classifiers based on rule-based classifiers in RWeka
transactionCoverage Helper Functions For Dealing with Classes
transactions2DF Convert Transactions to a Data.Frame
uncoveredClassExamples Helper Functions For Dealing with Classes
uncoveredMajorityClass Helper Functions For Dealing with Classes