I am still debating whether to add or not tuning to the paper. If so it would be nice to use SISOGuessing regression on the rest of the learning section as well. That's what the SISOGuessingSalesPredictor should do. Still needs proper testing and proper OO techniques to expand it to purchasing predictor but it's a good start I think.