i am trying to use WEKA-> libSVM for train a dataset using Support vector machine. Here is my code
LibSVM svm = new LibSVM();
FastVector predictionsvm = new FastVector();
for (int i = 0; i < trainingSplits.length; i++) {
Evaluation validation = SVMclassify(svm, trainingSplits[i], testingSplits[i]);
predictionsvm.appendElements(validation.predictions());
}
public static Evaluation SVMclassify(Classifier model,
Instances trainingSet, Instances testingSet) throws Exception {
//return the classification model after training with train set and test with test set
Evaluation evaluation = new Evaluation(trainingSet);
model.buildClassifier(trainingSet);
evaluation.evaluateModel(model, testingSet);
return evaluation;
}
but When i run the code i get an exception called
Exception in thread "main" java.lang.Exception: libsvm classes not in CLASSPATH!
at weka.classifiers.functions.LibSVM.buildClassifier(Unknown Source)
at dentis.test.SVMclassify(test.java:59)
at dentis.test.main(test.java:202)
I do check whether libSVM in the package or not and libSVM is there. i import the weka.jar in right way too because this is the 4th classifier i am using and this one is only giving me error.
Note - i am using 10 fold cross validation