Spam-Filter

Simple spam filter using a Multinomial Naive Bayes. Implemented using Python 3.6 using Scikit Learn with Numpy, Pandas and Matplotlib

Data

Uses small dataset of 10,000 emails. The data contains the following fields

Field	Type	Details
text	`String`	The text of the email
has_link	`Bool`	Whether or not the text contains one or more links
has_image	`Bool`	Whether or not the text contains one or more images
label	`String`	Classification of text ("ham" for valid emails; "spam" for spam emails)

Name		Name	Last commit message	Last commit date
Latest commit History 2 Commits
data		data
README.md		README.md
regex.py		regex.py
requirements.txt		requirements.txt
spam_filter.py		spam_filter.py