Classification Based on Association Rules


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Documentation for package ‘arulesCBA’ version 1.2.0

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bCBA Classification Based on Association Rules
bcba Classification Based on Association Rules
C4.5 CBA classifiers based on rule-based classifiers in RWeka
C4.5_CBA CBA classifiers based on rule-based classifiers in RWeka
CBA Classification Based on Association Rules Algorithm (CBA)
cba Classification Based on Association Rules Algorithm (CBA)
CBA.object Objects for Classifiers Based on Association Rules
CBA_ruleset Objects for Classifiers Based on Association Rules
classFrequency Extracting the Response and Class Frequency for Transactions or CAR Sets
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 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
install_LUCS_KDD_CMAR Interface to the LUCS-KDD Implementations of CMAR, PRM and CPAR
install_LUCS_KDD_CPAR Interface to the LUCS-KDD Implementations of CMAR, PRM and CPAR
Lymphography The Lymphography Domain Data Set (UCI)
majorityClass Extracting the Response and Class Frequency for Transactions or CAR Sets
mineCARs Mine Class Association Rules
Mushroom The Mushroom Data Set (UCI)
PART CBA classifiers based on rule-based classifiers in RWeka
PART_CBA CBA classifiers based on rule-based classifiers in RWeka
predict.CBA Objects for Classifiers Based on Association Rules
prepareTransactions Helper to Convert Data into Transactions
print.CBA Objects for Classifiers Based on Association Rules
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 Extracting the Response and Class Frequency for Transactions or CAR Sets
RIPPER CBA classifiers based on rule-based classifiers in RWeka
RIPPER_CBA CBA classifiers based on rule-based classifiers in RWeka
rules Objects for Classifiers Based on Association Rules
rules.CBA Objects for Classifiers Based on Association Rules
RWeka_CBA CBA classifiers based on rule-based classifiers in RWeka
wCBA Classification Based on Association Rules
wcba Classification Based on Association Rules