I would like to implement a simple Bayesian classification system to do rudimentary sentiment analysis on short messages. Practical suggestions for implementing in Ruby would be
I've just released the nbayes gem which is a full-featured, robust, and high performance Naive Bayes classifier in Ruby. It makes tasks like sentiment analysis simple. Please read the tutorial for more info.