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abifet avatar abifet commented on June 18, 2024

Solved! We changed the import of weka Instance to samoa Instance.

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janardanMaurya avatar janardanMaurya commented on June 18, 2024

this is the code that i am using for ADWIN
//import com.yahoo.labs.samoa.instances.WekaToSamoaInstanceConverter;

import moa.classifiers.Classifier;
import moa.classifiers.bayes.NaiveBayes;
import moa.classifiers.core.driftdetection.ADWIN;
import moa.streams.ArffFileStream;
import weka.core.Instance;
import moa.core.InstanceExample;
import com.yahoo.labs.samoa.instances.SamoaToWekaInstanceConverter;

public class TestADWIN {

public static void main(String[] args) {
    ArffFileStream stream = new ArffFileStream("F:/Phd Research Work/3rd sem/implementation/DataSet/sea.arff", -1);
    stream.prepareForUse();

    Classifier learner = new NaiveBayes();
    learner.setModelContext(stream.getHeader());
    learner.prepareForUse();


    ADWIN drift1 = new ADWIN();
    int numberSamplesCorrect = 0;
    int numberSamples = 0;
    int numberOfChanges = 0;

    while (stream.hasMoreInstances()) {
    	
   // WekaToSamoaInstanceConverterconv = new WekaToSamoaInstanceConverter();
  //  Instances data = conv.samoaInstances(stream);
    	
   // 	Instance trainInst=stream.nextInstance();
       Instance trainInst = (Instance) stream.nextInstance();
        learner.trainOnInstance((com.yahoo.labs.samoa.instances.Instance) trainInst);
        if (learner.correctlyClassifies((com.yahoo.labs.samoa.instances.Instance) trainInst)) {
            drift1.setInput(0);
            numberSamplesCorrect++;

        } else {
            drift1.setInput(1);
        }

        if (drift1.getChange()) {
            learner.resetLearning();
            System.out.println("point of change = " + numberSamples);
            numberOfChanges++;
        }
        numberSamples++;
    }
    System.out.println("Changes detected: " + numberOfChanges);
}// end main

}// end class

But Showing this error:
Exception in thread "main" java.lang.ClassCastException: moa.core.InstanceExample cannot be cast to weka.core.Instance at TestADWIN.main(TestADWIN.java:33)

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abifet avatar abifet commented on June 18, 2024

from moa.

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