source: trunk/CrossPare/src/de/ugoe/cs/cpdp/training/SMORBFKernelBagging.java @ 15

package de.ugoe.cs.cpdp.training;

import weka.classifiers.Classifier;
import weka.classifiers.functions.SMO;
import weka.classifiers.functions.supportVector.RBFKernel;

public class SMORBFKernelBagging extends BaggingTraining {

        @Override
        public String getName() {
                return "SMORBFBagging";
        }

        @Override
        protected Classifier setupClassifier() {
                //CVParameterSelection ps = new CVParameterSelection();
                final SMO smoRBF = new SMO();
                smoRBF.setKernel(new RBFKernel());
                return smoRBF;
                /*ps.setClassifier(smoRBF);
                try {
                        // Parameter optimization with 5x5 CV
                        ps.setNumFolds(5);
                        ps.addCVParameter("C 1 100 4");
                } catch (Exception e) {
                        throw new RuntimeException();
                }
                return ps;*/
        }

}