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Add an evaluation for model robustness #36

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aron0093 opened this issue Sep 5, 2024 · 0 comments
Open

Add an evaluation for model robustness #36

aron0093 opened this issue Sep 5, 2024 · 0 comments
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discussion enhancement New feature or request

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@aron0093
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aron0093 commented Sep 5, 2024

We need to add an evaluation that tests the robustness of programs across multiple runs (seeds) and also across multiple K-values.

  1. A weak test can assess similarity of the overall information captured by each run.
  2. A stronger test would compare programs across runs and assess consistency.
@aron0093 aron0093 added enhancement New feature or request discussion labels Sep 5, 2024
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