Mining Association Rules and Frequent Itemsets

abbreviate | Abbreviate item labels in transactions, itemMatrix and... |

addComplement | Add Complement-items to Transactions |

Adult | Adult Data Set |

affinity | Computing Affinity Between Items |

APappearance-class | Class APappearance - Specifying the appearance Argument of... |

apriori | Mining Associations with the Apriori Algorithm |

AScontrol-classes | Classes AScontrol, APcontrol, ECcontrol - Specifying the... |

ASparameter-classes | Classes ASparameter, APparameter, ECparameter - Specifying... |

associations-class | Class associations - A Set of Associations |

c | Combining Association and Transaction Objects |

confint | Confidence Intervals for Interest Measures for Association... |

coverage | Calculate coverage for rules |

crossTable | Cross-tabulate joint occurrences across pairs of items |

DATAFRAME | Data.frame Representation for arules Objects |

discretize | Convert a Continuous Variable into a Categorical Variable |

dissimilarity | Dissimilarity Matrix Computation for Associations and... |

duplicated | Find Duplicated Elements |

eclat | Mining Associations with Eclat |

Epub | The Epub Transactions Data Set |

extract | Methods for "[": Extraction or Subsetting arules Objects |

fim4r | Interface to Mining Algorithms from fim4r |

Groceries | The Groceries Transactions Data Set |

hierarchy | Support for Item Hierarchies |

hits | Computing Transaction Weights With HITS |

image | Visual Inspection of Binary Incidence Matrices |

Income | The Income Data Set |

inspect | Display Associations and Transactions in Readable Form |

interestMeasure | Calculate Additional Interest Measures |

is.closed | Find Closed Itemsets |

is.generator | Find Generator Itemsets |

is.maximal | Find Maximal Itemsets |

is.redundant | Find Redundant Rules |

is.significant | Find Significant Rules |

is.superset | Find Super and Subsets |

itemCoding | Item Coding - Conversion between Item Labels and Column IDs |

itemFrequency | Getting Frequency/Support for Single Items |

itemFrequencyPlot | Creating a Item Frequencies/Support Bar Plot |

itemMatrix-class | Class itemMatrix - Sparse Binary Incidence Matrix to... |

itemsets-class | Class itemsets - A Set of Itemsets |

itemwiseSetOps | Itemwise Set Operations |

LIST | List Representation for Objects Based on Class itemMatrix |

match | Value Matching |

merge | Adding Items to Data |

Mushroom | The Mushroom Data Set as Transactions |

pmml | Read and Write PMML |

predict | Model Predictions |

proximity-classes | Classes dist, ar_cross_dissimilarity and ar_similarity -... |

random.transactions | Simulate a Random Transactions |

read | Read Transaction Data |

ruleInduction | Association Rule Induction from Itemsets |

rules-class | Class rules - A Set of Rules |

sample | Random Samples and Permutations |

sets | Set Operations |

size | Number of Items in Sets |

sort | Sort Associations |

subset | Subsetting Itemsets, Rules and Transactions |

SunBai | The SunBai Weighted Transactions Data Set |

support | Support Counting for Itemsets |

supportingTransactions | Supporting Transactions |

tidLists-class | Class tidLists - Transaction ID Lists for Items/Itemsets |

transactions-class | Class transactions - Binary Incidence Matrix for Transactions |

unique | Remove Duplicated Elements from a Collection |

weclat | Mining Associations from Weighted Transaction Data with Eclat... |

write | Write Transactions or Associations to a File |

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