As I have stated in previous articles, the most difficult challenge in building predictive models is the creation of the analytical file. Typically, this comprises between 80%-90% of the data scientist’s time with 10%-20% comprising the actual run or runs of the different mathematical/statistical algorithms. In the creation of the analytical file, the two elements
