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Check invariants for simple synthetic datasets #160

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emilyfertig opened this issue Aug 13, 2024 · 0 comments
Open

Check invariants for simple synthetic datasets #160

emilyfertig opened this issue Aug 13, 2024 · 0 comments
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@emilyfertig
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emilyfertig commented Aug 13, 2024

For each of the simple datasets from #159 (not the final CrossCat one), write a test that runs HIRM inference and checks the following invariants:

  • Has 3 unique cluster IDs
  • 99% correct assignments of rows to clusters

For the multi-column case, note that this test should not infer views -- all columns are in the same view (so this tests the IRM special case of HIRM).

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