Console application that uses the NetSVMLight library

Program.cs

using System;
using System.Collections.Generic;
using System.Linq;
using System.Text;
using NetSVMLight;

namespace NetSVMLightConsoleApplication1
{
    class Program
    {
        static void Main(string[] args)
        {
            //ENTER FULL PATH OF EXECUTABLES.

            //configure learner by setting parameters
            SVMLearn learner = new SVMLearn();
            learner.mode = Mode.Classification;
            learner.kernelType = Kernel.Polynomial;
            learner.ParamC = 2;
            learner.ParamD = 2;
            learner.LeaveOneOutCrossValidation = true;
            learner.TrainingErrorAndMarginTradeoff = 10;

            //construct training and test sets from dataset
            Utilities.ConstructTrainingAndTestSets(@"all.data", "training.data", "test.data", 0.7, false);

            //build model
            learner.ExecuteLearner("svm_learn.exe", "training.data", "trained.model", "traininglog.txt", false);

            //classify test set
            SVMClassify classifier = new SVMClassify();
            classifier.ExecuteClassifier("svm_classify.exe", "test.data", "trained.model", "output.txt", "testlog.txt",
                false);

            //find instances that were incorrect classified
            classifier.FindIncorrectlyClassifiedInstances("test.data", "output.txt",
                "incorrectlyClassified.txt");

            Console.ReadLine();
        }
    }
}