[D] KPIs for Machine Learning Teams in an Industry Setting

Hey all,

It's pretty easy for me to relate the performance of my team's various models to company-level KPIs, revenue, EBITDA, etc. However, I struggle with coming up with KPIs for my team, which is primarily responsible for developing models.

I don't like model performance metrics as a KPI because those metrics depend on too much that is out of our control, e.g. the quality of the data available to us and the tractability of the problem. Rate of completed …

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