GitHub - sowusu/Naive-Bayes-Spam-Email-Detector: Simple spam/ham email detector using Naive Bayes and Logistical Regression

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Simple spam/ham email detector using Naive Bayes and Logistical Regression

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Name		Name	Last commit message	Last commit date
Latest commit History 4 Commits
hamtest		hamtest
spamtest		spamtest
test		test
train		train
README		README
ham_spam.py		ham_spam.py
iter_50		iter_50
stop_words		stop_words

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To run ham_spam.py, type below into commandline:

python ham_spam.py

NB: Python binary should point Python 3 binary

To change the learning rate or lambda values for logisitcal regression change below variables in main function:
learning_eta - learning rate
reg_lambda array = add or remove lambda values


When code is ran, the following will be printed in order:
1. NB accuracy (ham, spam and combined) with stop words
2. LR accuracy (ham, spam and combined, for each lambda) with stop words
3. NB accuracy (ham, spam and combined) WITHOUT stop words
4. LR accuracy (ham, spam and combined, for each lambda) WITHOUT stop words