The biggest question to ask yourself when you’re deciding on a model is “What are the consequences if we’re wrong?” The lower the stakes, the less work you put into scoring. The higher the stakes, the more work you need to do. But, there’s should always be a healthy tension between effort vs reward so that you don’t spend unnecessary time scoring.

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