def main(): reviews = importReviews("./reviews") classifier = Classifier(reviews) print("Overall Score Average accuracy: %f" % (classifier.getAverages(classifier.classifyOverallReviews)[1])) print("Overall Score Exact rmse: %f, accuracy: %f" % (classifier.getAverages(classifier.classifyOverallReviewsExact))) print("Paragraph accuracy: %f" % (classifier.getAverages(classifier.classifyParagraphReviews)[1])) print("Paragraph Exact Score rmse: %f, accuracy: %f" % (classifier.getAverages(classifier.classifyParagraphReviewsExact))) print("Authorship rmse: %f, accuracy: %f" % (classifier.getAverages(classifier.classifyAuthorshipReviews)))