ensembles.RandomForests.java Source code

Introduction

Here is the source code for ensembles.RandomForests.java

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package ensembles;

import weka.classifiers.AbstractClassifier;
import weka.classifiers.meta.Bagging;
import weka.classifiers.meta.nestedDichotomies.ClassBalancedND;

/**
 *
 * @author katie
 */
public class RandomForests {

    public void runClassBalanced() {
        ClassBalancedND classBalanced = new ClassBalancedND();
        Bagging f = new Bagging();
        f.setClassifier(classBalanced);
        String[] arg = new String[2];
        arg[0] = "-t"; //training
        arg[1] = "/Users/katie/NetBeansProjects/weka/trunk/packages/internal/ensemblesOfNestedDichotomies/out/nd/mfeatFac/NDfold1.arff";
        //  arg[2] = "-T";
        //  arg[3] = "/Users/katie/NetBeansProjects/weka/trunk/packages/internal/ensemblesOfNestedDichotomies/out/nd/mfeatFac/NDtest1.arff";
        //   arg[2] = "-W"; //full name of the base classifier
        //   arg[3] = "weka.classifiers.functions.Logistic";
        AbstractClassifier.runClassifier(f, arg);
    }

    public static void main(String[] args) {
        RandomForests r = new RandomForests();
        r.runClassBalanced();
    }

}