old_contents: """
  ====================================
  ====================================
  Author : Shujia Huang
  Date   : 2014-05-21 18:03:28
  
  """
  class VariantRecalibratorArgumentCollection :
  
      def __init__ (self) :
          self.NITER = 150
          self.NINIT = 100
          self.STD_THRESHOLD         = 10.0
          self.MIN_NUM_BAD_VARIANTS  = 1000
          self.MAX_NUM_TRAINING_DATA = 80000
          self.TRAIN_SIZE_RATE       = 0.6        # The ratio of Traing date set   
          self.CV_SIZE_RATE          = 0.2        # The ratio of cross validation data set    
          self.TEST_SIZE_RATE        = 0.2        # The ratio of test data set
          self.MAX_GAUSSIANS         = 8
          self.POSITIVE_TO_NEGATIVE_RATE        = 0.01  # The threshold that the positive training set -> negative
          self.MAX_GAUSSIANS_FOR_NEGATIVE_MODEL = 4
  
  
new_contents: """
  ====================================
  ====================================
  Author : Shujia Huang
  Date   : 2014-05-21 18:03:28
  
  """
  class VariantRecalibratorArgumentCollection :
  
      def __init__ (self) :
          self.NITER = 150
          self.NINIT = 100
          self.STD_THRESHOLD         = 10.0
          self.MIN_NUM_BAD_VARIANTS  = 1000
          self.MAX_NUM_TRAINING_DATA = 50000
          self.TRAIN_SIZE_RATE       = 0.6        # The ratio of Traing date set   
          self.CV_SIZE_RATE          = 0.2        # The ratio of cross validation data set    
          self.TEST_SIZE_RATE        = 0.2        # The ratio of test data set
          self.MAX_GAUSSIANS         = 8
          self.POSITIVE_TO_NEGATIVE_RATE        = 0.01  # The threshold that the positive training set -> negative
          self.MAX_GAUSSIANS_FOR_NEGATIVE_MODEL = 4
  
  
subject: change the value of 'MAX_NUM_TRAINING_DATA'