April 18 2023

Introducing Data Error Potential (DEP) - New Powerful Metric for Quantifying Data Difficulty for a Model

The Data Error Potential (DEP) is a 0 to 1 score that provides a tool to very quickly sort and bubble up data that is most difficult and worthwhile to explore when digging into your model’s errors. Since DEP is task agnostic, it provides a strong metric to guide exploration of model failure modes.

Jonathan Gomes Selman
Jonathan Gomes SelmanFounding Engineer

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