Files

Naive Bayes Classifier

Name		Name	Last commit message	Last commit date
parent directory ..
.gitignore		.gitignore
README.md		README.md
main.py		main.py
spam_readme.txt		spam_readme.txt
spam_test.tsv		spam_test.tsv
spam_train.tsv		spam_train.tsv
util.py		util.py
vscikit-learn.py		vscikit-learn.py

README.md

Naive Bayes Classifier

Description (main.py)

This code does not use sklearn functions (from scratch)
This code classifies (predicts) a message text is spam or not.
This code make a prediction given new inputs (function predict_from_naive_bayes_model).

Execution

python main.py

Description (vscikit-learn.py)

This version of code uses sklearn functions to valid the previous results.

Execution

python vscikit-learn.py