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>
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<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()
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<n>denotes the ngram size:1 -> Unigram
2 -> Bigram
3 -> Trigram
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<δ>denotes the smoothing value -
<training_file>denotes the name of the training file -
<test_file>denotes the name of the test file