def nbclassify():
test_filename = sys.argv[1]
sent_model, auth_model = read_models(nbmodel_filename)
nb_test(test_filename,
sent_model=sent_model,
auth_model=auth_model,
output_filename=output_filename)
def test_nb_test():
sent_model, auth_model = read_models(nbmodel_filename)
nb_test(dev_data_filename, sent_model, auth_model, output_filename)
def dev_sentiment():
sent_model, auth_model = read_models(nbmodel_filename)
print(nb_dev_test_sentiment(sent_model))
def dev_auth():
sent_mode, auth_model = read_models(nbmodel_filename)
nb_dev_test_authenticity(auth_model)
def dev_test():
sent_model, auth_model = read_models(nbmodel_filename)
nb_dev_test_sentiment(sent_model)
nb_dev_test_authenticity(auth_model)
def funny(text):
print(text)
import string
punctuations = set(string.punctuation)
text = [letter for letter in text if letter not in punctuations]
print("".join(text))
if __name__ == '__main__':
# funny("wow, this is ? a test!! onlye. To see if, tihs works")
dev_learn()
# dev_sentiment()
# dev_auth()
# dev_test()
sent_model, auth_model = read_models(nbmodel_filename)
nb_test(dev_data_filename, sent_model, auth_model, output_filename)
# dev_test_autheiticity()
# dev_test_sentiment()
def nbclassify():
test_filename = sys.argv[1]
sent_model, auth_model = read_models(nbmodel_filename)
nb_test(test_filename,
sent_model=sent_model,
auth_model=auth_model,
output_filename=output_filename)
def nblearn():