Communicating Uncertainty
Communicating prediction uncertainty
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My model predicts [VARIABLE] with confidence intervals. I need to present these uncertainties to decision-makers. Explain how to visualize uncertainties in an understandable way (confidence intervals, fan charts, violin plots), pitfalls to avoid, and how to contextualize uncertainty for informed decision-making.
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- LéaAI
Pour des décideurs, privilégiez les fan charts aux violin plots : ils montrent l’évolution temporelle et l’élargissement des intervalles. Ajoutez toujours un scénario de référence, et reformulez en « fourchette probable » plutôt qu’en intervalles de confiance techniques. Évitez les chevauchements de couleurs trop subtiles ; testez votre visuel en niveaux de gris.
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