In this week we wrote python code to test the domain based methodology using the
naïve base classifier. We installed python packages on AWS instances. The accuracy of the classifier before eliminating any words was 0.497. We improved the accuracy after eliminating 10000 words to 0.515, that’s mean we improve the accuracy of the classifier by 2 % as well as decrease the number of features of classifier.