public static List <string> Classify(string arffFile, string modelPath, string classifier, int numFeatures)
{
int cls = GetClassifier(classifier);
WekaWrap p = new WekaWrap();
return(p.test(arffFile, modelPath, cls, numFeatures));
}
/// <summary>
///
/// </summary>
/// <param name="arffFile">example: @"C:\Users\jhero\Desktop\gag.arff"</param>
/// <param name="modelPath">example: @"C:\Users\jhero\Desktop\model"</param>
/// <param name="classifier"></param>
/// <param name="numFeatures">Number of features, INCLUDING the class</param>
public static void Train(string arffFile, string modelPath, string classifier, int numFeatures)
{
int cls = GetClassifier(classifier);
WekaWrap p = new WekaWrap();
p.train(arffFile, modelPath, cls, numFeatures);
}
/// <summary>
/// A static function to create the ARFF and model files for WEKA from all the xml files in a directory.
/// </summary>
/// <param name="myClassifier">The type of classifier to use.</param>
/// <param name="directory">The directory from which you should train the classifiers and grouper.
/// Should be full path, ignores any files that don't end with ".xml"</param>
public static void wekaSetUp(Classifier myClassifier, string directory)
{
createARFFs(directory);
WekaWrap strokeClassif = new WekaWrap("strokeClassifier", myClassifier);
WekaWrap textGrouper = new WekaWrap("textGrouper", myClassifier);
//WekaWrap wireGrouper = new WekaWrap("wireGrouper", myClassifier);
WekaWrap gateGrouper = new WekaWrap("gateGrouper", myClassifier);
}
/// <summary>
/// A static function to create the ARFF and model files for WEKA.
/// </summary>
/// <param name="myClassifier">The type of classifier to use.</param>
/// <param name="fromDirectory">The list of full path filenames to use. Will only consider files ending in .xml </param>
public static void wekaSetUp(Classifier myClassifier, List <string> filenames)
{
createARFFs(filenames);
WekaWrap strokeClassif = new WekaWrap("strokeClassifier", myClassifier);
WekaWrap textGrouper = new WekaWrap("textGrouper", myClassifier);
//WekaWrap wireGrouper = new WekaWrap("wireGrouper", myClassifier);
WekaWrap gateGrouper = new WekaWrap("gateGrouper", myClassifier);
}