myociss / probabilistic-classifiers

python implementation of the naive bayes algorithm and the mcap algorithm with l2 data regularization

Probabilistic Classifiers

Naive Bayes

to run naive bayes algorithm: python bayes.py exclude-stopwords=

MCAP with L2 Regularization

to run mcap algorithm: python mcap.py lambda=(any number) learning_rate=(any number) iterations=(positive integer) exclude-stopwords=(true or false)

Author

• Megan Yociss