def convert_frt_y_clf(list_target): # convert target label
list_convert = load_target_label(list_target)
list_target = list()
for sentence in list_convert:
for label in sentence:
list_target.append(label)
return list_target
name_svc = 'ftr_reg_svc.csv'
name_road = 'ftr_reg_match_road.csv'
name_busstop = 'ftr_reg_match_busstop.csv'
list_svc = convert_label_CRF(convert_list_CRF(load_file(path_, name_svc)), 'svc')
list_road = convert_label_CRF(convert_list_CRF(load_file(path_, name_road)), 'road')
list_busstop = convert_label_CRF(convert_list_CRF(load_file(path_, name_busstop)), 'busstop')
CRF_F1_reg(list_line_, list_svc, list_road, list_busstop)
if __name__ == '__main__':
# Calculate the F1 of regular expression
# SGFORUMS
# path = 'D:/Project/Transportation_SMU-NEC_collaboration/Data/sgforums/20152207_singaporebuses_all_posts/labeling_CRF'
# name_ = 'Label_all_crf.txt'
# list_line = convert_list_CRF(load_target_label(load_file(path, name_)))
# loading_reg_ftr(list_line, command='sgforums')
# TWITTER
# path_ = 'D:/Project/Transportation_SMU-NEC_collaboration/Data/twitter/labeling_CRF'
# name_ = 'labeling_all.txt'
# list_line = convert_list_CRF(load_target_label(filterTxt_CRF(load_file(path_, name_), command='removeLink')))
# loading_reg_ftr(list_line, command='twitter')
# FACEBOOK
path_ = 'D:/Project/Transportation_SMU-NEC_collaboration/Data/facebook/BusNews/labeling_CRF'
name_ = 'label.txt'
list_line = convert_list_CRF(load_target_label(filterTxt_CRF(load_file(path_, name_), command='removePunc')))
loading_reg_ftr(list_line, command='facebook')
