Loren
/
First_repo


  
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            # Values
TEXT_COL_NAME = 'text'
TARGET_COL = 'label'
CLASS_0 = 'ham'
CLASS_1 = 'spam'

# Path
RAW_DATA_PATH = '../data/enron.csv'
X_TRAIN_PATH = '../data/X_train.csv'
X_TEST_PATH = '../data/X_test.csv'
Y_TRAIN_PATH = '../data/y_train.csv'
Y_TEST_PATH = '../data/y_test.csv'

# Messages
M_PRO_INIT = '[DEBUG] Preprocessing raw data'
M_PRO_LOAD_DATA = '     [DEBUG] Loading raw data'
M_PRO_RMV_PUNC = '     [DEBUG] Removing punctuation from Emails'
M_PRO_LE = '     [DEBUG] Label encoding target column'
M_PRO_VEC = '     [DEBUG] vectorizing the emails by words'
M_PRO_SPLIT_DATA = '     [DEBUG] Splitting data to train and test'
M_PRO_SAVE_DATA = '     [DEBUG] Saving data to file'

M_MOD_INIT = '[DEBUG] Initialize Modeling'
M_MOD_LOAD_DATA = '     [DEBUG] Loading data sets for modeling'
M_MOD_RFC ='     [DEBUG] Runing Random Forest Classifier'
M_MOD_SCORE = '     [INFO] Finished modeling with AUC Score:'