def naive_bayes_demo(): classifier = NaiveBayes.NBClassifier() testdata = "These are some sentences. I love writing sentences. Sometimes when I write sentences, I get sad. " \ "I hope someday to write a sentence all on my own. Some people say that sentences are not real." result = [] loss = classifier.test() for sentence in sent_tokenize(testdata): sentiment = classifier.analyzeSentiment(sentence) result.append(sentence + "vad" + str([x for x in sentiment])) print(result) print("loss: ", loss)