use weka Association Rules - Java Machine Learning AI

Java examples for Machine Learning AI:weka

  1. HOME
  2. Java
  3. Machine Learning AI
  4. weka

Description

use weka Association Rules

Demo Code

/*/*from  ww  w  .j  ava2 s .  c  om*/
 *  How to use WEKA API in Java 
 *  Copyright (C) 2014 
 *  @author Dr Noureddin M. Sadawi (noureddin.sadawi@gmail.com)
 *  
 *  This program is free software: you can redistribute it and/or modify
 *  it as you wish ... 
 *  I ask you only, as a professional courtesy, to cite my name, web page 
 *  and my YouTube Channel!
 *  
 */

package weka.api;

//import required classes
import weka.associations.Apriori;
import weka.core.Instances;
import weka.core.converters.ConverterUtils.DataSource;

public class AssocRules {
    public static void main(String args[]) throws Exception {
        //load dataset
        String dataset = "/home/likewise-open/ACADEMIC/csstnns/Desktop/weather.nominal.arff";
        DataSource source = new DataSource(dataset);
        //get instances object 
        Instances data = source.getDataSet();
        //the Apriori algorithm
        Apriori model = new Apriori();
        //build model
        model.buildAssociations(data);
        //print out the extracted rules
        System.out.println(model);
    }
}

Related Tutorials