6.867 Final Project

See More:

• Preprocessing
• Classifiers

Requirements

• Python 3
• Python packages:
  • numpy
  • scikit-learn
  • statistics
• NLTK packages:

$ sudo pip install -U nltk
$ python
> import nltk
> nltk.download('punkt')
> nltk.download('averaged_perceptron_tagger')
> nltk.download('stopwords')

Using this code

See the Preprocessing README and Classifiers README for more detailed information about processing data and running classifiers. While each script to process the data takes in a different set of arguments, most of the classifiers take in the same ones.

The usual process to run a classifier is

python classifier.py path_to_train_csv path_to_validation_csv path_to_test_csv

Some of the classifiers have additional arguments. See the Classifiers README for more details.