Bayesian Spam Filter

We implement a Bayesian spam filter in Python.

We first implemented the vanilla Bayesian filter, training on the data provided, and then extended it in various directions.

Extensions

• Stemming using Porter's algorithm
• Cosine normalisation of feature weights
• Feature selection using WEKA.