Right now you have
classifierList = open("C:/Users/parke/Documents/GitHub/NaturalLanguage/NaturalLanguage/OwnPrograms/pickled_TrainedClassifierList.pickle", "rb")
classifiers = pickle.load(classifierList)
classifierList.close()
testingSetIn = open("C:/Users/parke/Documents/GitHub/NaturalLanguage/NaturalLanguage/OwnPrograms/pickled_TestingData.pickle", "rb")
TestingSet = pickle.load(testingSetIn)
testingSetIn.close()
word_featuresIN = open("C:/Users/parke/Documents/GitHub/NaturalLanguage/NaturalLanguage/OwnPrograms/pickled_word_features.pickle", "rb")
word_features = pickle.load(word_featuresIN)
word_featuresIN.close()
documentsIN = open("C:/Users/parke/Documents/GitHub/NaturalLanguage/NaturalLanguage/OwnPrograms/pickled_documents.pickle","rb")
documents = pickle.load(documentsIN)
documentsIN.close()
You should put that in a method in general so that it is more clear