text: #!/usr/bin/env python3
  # -*- coding: utf-8 -*-
  """
  Created on Tue Sep 19 15:42:57 2017
  
  @author: dhingratul
  Run file for Nearest neighbor algorithm
  """
  import numpy as np
  import kNN as kNN
  
  # Driver
  direc = '../data/'
  test_file = 'test_batch'
  filename = 'data_batch_'
  X_train, y_train = kNN.getCIFAR10(direc, filename, 5)
  data_test = kNN.unpickle(direc + test_file)
  X_test = data_test[b'data']
  y_test = data_test[b'labels']
  # Call NN
  nn = kNN.NearestNeighbors()
  nn.train(X_train, y_train)
  Yte_predict = nn.predict(X_test)
  print('accuracy: {}' .format(np.mean(Yte_predict == y_test)))
  