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)))
