Class to perform frequent itemset mining using the Eclat algorithm. More...

#include <Eclat.hpp>

Public Member Functions
	Eclat (double min_support)
	Constructor for the Eclat class. More...

std::vector< std::vector< int > >	run (const std::vector< std::vector< int >> &transactions)
	Runs the Eclat algorithm on the provided dataset. More...

std::map< std::vector< int >, int >	get_support_counts () const
	Gets the support counts for all frequent itemsets found. More...

Detailed Description

Class to perform frequent itemset mining using the Eclat algorithm.

Constructor & Destructor Documentation

Eclat::Eclat ( double min_support )

Constructor for the Eclat class.

Parameters

min_support Minimum support threshold (as a fraction between 0 and 1).

std::map< std::vector< int >, int > Eclat::get_support_counts ( ) const

Gets the support counts for all frequent itemsets found.

Returns: A map where keys are itemsets (as vectors) and values are support counts.

std::vector< std::vector< int > > Eclat::run ( const std::vector< std::vector< int >> & transactions )

Runs the Eclat algorithm on the provided dataset.

Parameters

transactions A vector of transactions, each transaction is a vector of items.

Returns: A vector of frequent itemsets, where each itemset is represented as a vector of items.

The documentation for this class was generated from the following file: