Package weka.classifiers.functions

Examples of weka.classifiers.functions.SPegasos.buildClassifier()

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        Instances trainingSet = fillDataSet(trainingSamples, labels, numFeats);
        Instances initial = trainingSet.stringFreeStructure();
        Evaluation eTest = null;
        SPegasos cModel = new SPegasos();
        try {
            cModel.buildClassifier(initial);
            for (int i = 0; i < trainingSet.numInstances(); i++) {
                cModel.updateClassifier(trainingSet.instance(i));
            }
            eTest = new Evaluation(trainingSet);
            if (numFolds > trainingSet.numInstances()) {
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