Advanced validation framework and dealing with unbalanced data
Segmentation and reject inference, or keep it simple? – That is the question!
Scorecard development describes how to turn data into a scorecard model
How to achieve parsimony and what is the key information to look for?
Data preparation is a key aspect of any data mining project including development of a credit scorecard
How I make sure that other data scientists can replicate the same steps and produce similar results