Repository URL: https://github.com/panoreak/comp472-nlp

To Run:

From the root directory run python3 naive_bayes_classifier.py <V> <n> <δ> <training_file> <test_file>

• <V> denotes the vocabulary to use:

  0 -> Case insensitive alphabet (Only includes [a-z]. Chars in [A-Z] are converted to lowercase in both the training and test sets)

  1 -> Case sensitive alphabet (Includes [a-z] and [A-Z]. Lowercase and uppercase chars are considered separatedly)

  2 -> Characters that satisfy isalpha()

• <n> denotes the ngram size:

  1 -> Unigram

  2 -> Bigram

  3 -> Trigram

• <δ> denotes the smoothing value

• <training_file> denotes the name of the training file

• <test_file> denotes the name of the test file