private static void Tennis(double confidenceLevel)
{
ID3 id3 = new ID3();
ID3Node root = id3.Train(@"C:\coding\ml\test\tennis.arff", confidenceLevel);
id3.Test(@"C:\coding\ml\test\tennis.arff", root);
}
public static void Main(string[] args)
{
//Log.GainOn = true;
//Log.InfoOn = true;
//Log.NodeOn = true;
Log.StatsOn = true;
//Log.VerboseOn = true;
double confidenceLevel = 0.95;
string trainingSetPath = @"C:\coding\ml\test\training_subsetD.arff";
string testingSetPath = @"C:\coding\ml\test\testingD.arff";
if (args.Length >= 3)
{
confidenceLevel = Convert.ToDouble(args[0]);
trainingSetPath = args[1];
testingSetPath = args[2];
}
Console.WriteLine("confidenceLevel is {0}", confidenceLevel);
Console.WriteLine("trainingSetPath is {0}", trainingSetPath);
Console.WriteLine("testingSetPath is {0}", testingSetPath);
ID3 id3 = new ID3();
ID3Node root = id3.Train(trainingSetPath, confidenceLevel);
id3.Test(testingSetPath, root);
}
private static void Full(double confidenceLevel)
{
ID3 id3 = new ID3();
ID3Node root = id3.Train(@"C:\coding\ml\test\training_subsetD.arff", confidenceLevel);
id3.Test(@"C:\coding\ml\test\testingD.arff", root);
}
