Building a Naive Bayes Classifier in the Browser using Map-Reduce

The last decade of Javascript performance improvements in the browser provide exciting possibilities for distributed computing. Like SETI and Folding@Home, client-side javascript could be used to build a distributed super-computer, although at the risk of compromising data security and consistency. New HTML5 APIs extend the vast range of Javascript libraries available; for instance, the audio …