No one cares about your F1-Score

Communicating Data Science Insights to Non-Technical Teams

Make yourself heard by understanding and catering to your audience

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F1 and AUC are as meaningful to business people as terms like “customer acquisition” or “revenue growth” are to you (hint: not meaningful at all). Simply put,

Non-technical stakeholders do not care about your metrics if it’s perceived to not be affecting them.

You understand the results. You know it affects them. You think they should care. …

communication cross-team-collaboration data science f1 f1-score metrics