text: """
  CONSTANT for calculating IMPORTANCE AREA
  """
  from sklearn.ensemble import RandomForestClassifier
  
  DATA_DIR = 'GSE120963'
  FILE_TYPE = r'\.txt'
  PKL_FILE = 'OBJGSE12096319120413.pkl'
  DIMENSIONS = ['time', 'loc']
  
  
  """
  CONSTANT for analysis IMPORTANCE AREA
  """
  
  IMPKL = {
      'time': "RDFTimeFlow.pkl",
      'loc': "RDFLocFlow.pkl"
  }
  FIT_PKL = {
      'loc': 'RDFLocClassifier.pkl:SigScoreLocFlow.pkl',
      'time': 'RDFTimeClassifier.pkl:SigScoreTimeFlow.pkl'
  }
  CLASSIFIER_MODEL = RandomForestClassifier
  THRESHOLD = 0.6
  
  
  """
  RANDOM FOREST CLASSIFIER PARAMS
  """
  RDF_PARAMS = {
      'n_estimators': 1000,
      'random_state': 0,
      'n_jobs': -1,
      'oob_score': True
  }
  