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[TEST] Re-add sparse dataset row ID and ignore attributes - #1732

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sajeed69:issue-1644-sparse-dataset-test
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[TEST] Re-add sparse dataset row ID and ignore attributes#1732
sajeed69 wants to merge 1 commit into
openml:mainfrom
sajeed69:issue-1644-sparse-dataset-test

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Description

Re-adds coverage for row ID and ignored attributes in the sparse dataset test.

Changes

  • Enable include_row_id=True and include_ignore_attribute=True.
  • Verify that the row ID (V512) and ignored attribute (V256) are returned.
  • Verify sparse dtypes and expected output shapes.
  • Verify attribute_names and categorical metadata.

Testing

  • Targeted sparse dataset test: 1 passed
  • Full tests/test_datasets/test_dataset.py: 22 passed, 4 skipped
  • git diff --check: passed

Closes #1644

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[MNT] Complete Test for Sparse Dataset Row ID and Ignore Attributes Inclusion

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