KAPMiner

Example

Given the following temporal transaction database: we can mine ordered association rules as follows:

java -jar KAPMiner.jar -minSup 0.2 -minConf 0.3 -input ex1.txt -time -delta 3

This will produce the following output:

Rule, support, supportRatio, conf, lift
"{1} => {3}",0.400000,0.400000,0.400000,0.400000
"{2} => {1}",0.200000,0.333333,0.333333,0.333333
"{2} => {3}",0.200000,0.333333,0.333333,0.333333
"{2,3} => {1}",0.200000,0.333333,0.333333,0.333333
"{1,2} => {3}",0.200000,0.333333,0.333333,0.333333

Datasets

Download the datasets used in the experiments using the button below. (The datasets are taken from SPMF: Datasets for Sequential Pattern Mining / Sequential Rule Mining / Sequence Prediction

Download

Note: the -time argument should not be used for these datasets.