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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)

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  • Megan Yociss

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

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