This is the code for "Probability Theory - The Math of Intelligence #6" By Siraj Raval on Youtube
Write your own Naive Bayes Classifer for any text dataset. Any improvements from my code in the video, (example - Using n-grams instead of counting individual words, TFIDF instead of bag of words, etc.) will be bonus points. Good luck!
This is the code for this video on Youtube by Siraj Raval as part of The Math of Intelligence course. I uses a Naive Bayes classifier to label some text as spam or not spam by training on this Kaggle dataset as training data.
- numpy
Install numpy using pip
Type python naive_bayes.py to run the code.
Credits go to AlanBuzdar. I've merely created a wrapper to get people started.