Daily Archives: April 20, 2016

Always Have a Baseline

Summary: Always check your numbers with smaller, simpler queries and figures.  Use total sales as a reality check for comparison to sales queries.  When creating models, compare performance to a simpler model.  Don’t assume complexity equals accuracy.  Be prepared to compare against existing “gold standard” models.

ROC Curve Example Plot from ROCR package