Frequent-Itemset-Mining

Implementation of Apriori and Eclat

Environment

• python 3.6

Execution

Args

$1: input file
$2: min support ratio (0 < $2 < 1)
$3: output file

Algorithms

• Apriori

  $ bash apriori.sh $1 $2 $3

• Eclat

  • CPU

    $ bash eclat_cpu.sh $1 $2 $3

  • GPU

    $ bash eclat_gpu.sh $1 $2 $3

Performance Comparison