def __init__(self):
self.log = LoggerUtil(self.__class__.__name__).get()
self.config = ConfigUtil.get_config_instance()
self.model = LinguisticModel()
self.read_data = ReadData()
self.metrics = Metrics()
self.helper = Helper()
self.logic = Logic()
def __init__(self):
self.log = LoggerUtil(self.__class__.__name__).get()
self.config = ConfigUtil.get_config_instance()
self.process_data = ProcessData()
self.helper = Helper()
self.ps = PorterStemmer()
self.stop_words = set.union(STOP_WORDS, {
'ect', 'hou', 'com', 'recipient', 'na', 'ou', 'cn', 'enron',
'zdnet'
})
def __init__(self):
self.log = LoggerUtil(self.__class__.__name__).get()
self.config = ConfigUtil.get_config_instance()
self.read_data = ReadData()
self.bayes = NaiveBayes()
self.lr = LRModel()
self.dt = DecisionTree()
self.rf = RandomForest()
self.et = ExtraTree()
self.adaboost = Adaboost()
self.mlp = MLP()
def __init__(self):
self.log = LoggerUtil(self.__class__.__name__).get()
self.config = ConfigUtil.get_config_instance()
self.helper = Helper()
self.metrics = Metrics()
def __init__(self):
self.log = LoggerUtil(self.__class__.__name__).get()
self.config = ConfigUtil.get_config_instance()
self.db_utils = DBUtils()