I was browsing Rico's blog and I came across his post Do Performance Analysis in Context. I couldn't agree more. When it comes to evaluation, context is key. If you don't know the scenarios and context, you can't trust the merits of your data or solutions. To spread the idea and importance at work, I've coined the term Context-Precision.