Naive Bayes Classifier - Revisited
During the last week, I’ve been following up work with a side project to do machine learning with Urbanesia’s comprehensive data. A lot of late night reading and fiddling with foreign codes were the highlights of my last week. Wanted to elaborate my implementations and how several kinds of technologies affect benchmarks particularly with classification performance. The repo for the codes is at Github here. During time span of the first batch of codes until now, I have made lots of changes to the codes and also the data store. I wasn’t sure at first, which database will bring the best performance. I’m testing on a fairly low spec hardware which is a Macbook Air Late 2011 with 4 GB DDR3, SSD and Intel Core i5 1.7GHz, this is nothing compared to a real server relatively. By the way, although relatively low spec, she’s got a name, it’s Claire. ...