di2ag / Connections-Hypothesis-Provider-Roadmap

Contains milestones, both internal to CHP and external to NCATS, as well as development deliverables.
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Verification and Validating Testing - Synthetic Tuning #39

Closed GregHydeDartmouth closed 3 years ago

GregHydeDartmouth commented 3 years ago

We capture verification and validation of various KP-specific use-cases in our test harness. The test harness will use both synthetic and real world data to validate we are making the correct inferences.

Synthetic Tuning tests CHP on tuning factors to meet some specified distribution. Synthetic data allows us to manufacture data that results in varying levels of difficulty (how much we have to tune) to meet known distributions.

See https://github.com/di2ag/Connections-Hypothesis-Provider-Roadmap/milestone/9 for open issues.