Domain Based Common words

Week 10

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.

Leave a Reply

Fill in your details below or click an icon to log in:

WordPress.com Logo

You are commenting using your WordPress.com account. Log Out /  Change )

Google photo

You are commenting using your Google account. Log Out /  Change )

Twitter picture

You are commenting using your Twitter account. Log Out /  Change )

Facebook photo

You are commenting using your Facebook account. Log Out /  Change )

Connecting to %s