Nearest Neighbor test driver

gistfile1.java

public static void main(String[] args) {

   int[] sizes = new int[] { 5000, 10000, 50000, 100000,
         1000000, 5000000, 10000000 };

   for (int numInstances : sizes) {
      List<LoanApplication> data = getRandomData(numInstances);
      List<LoanApplication> testData = extractTestData(data, 100);
      NearestNeighborClassifier<LoanApplication> classifier;

      System.out.println("Size: " + numInstances);
      classifier = new NearestNeighborClassifier<LoanApplication>(
         data,
         new LoanDistanceFunction(),
         new LoanApplicationModeAverage(), 4);

      long millis = measureTestRun(classifier, testData);
      System.out.println("single threaded:" + millis);
		
      classifier = new ParallelNearestNeighborClassifier<LoanApplication>(
         data,
         new LoanDistanceFunction(),
         new LoanApplicationModeAverage(), 4);

      millis = measureTestRun(classifier, testData);
      System.out.println("multi threaded:" + millis);
      System.out.println();

   }
}