AuthorClassification

Implemented a Naïve Bayes Classifier in Python that identifies authorship for the lines of poetry written by Emily Bronte and William Shakespeare.

Classify.py

This is an implementation of a Naive Bayes classifier that uses NLTK’s Naive Bayes code. It generates features from training data, evaluates on a small percentage of the training data, then re-trains on the full training data and generates predictions for the test data.

b.data

Data set of most of the lines written by Emily Bronte

s.data

Data set of most of the lines written by William Shakespeare

out.data

Generated predictions