Summary
test_kernel_housing_dataset in test_explainer_kernel_shap.py fails when using the synthetic housing dataset fixture. The test is currently marked as xfail.
Follow-up to #7637
Test Details
- Test file:
python/cuml/tests/explainer/test_explainer_kernel_shap.py
- Test name:
test_kernel_housing_dataset
Description
After replacing the downloaded California Housing dataset with a synthetic alternative, the Kernel SHAP explainer test no longer produces values matching the expected housing_regression_result. The test was marked xfail as a temporary workaround.
The failure likely indicates that the synthetic dataset has different characteristics than the real California Housing dataset, causing the SHAP values to differ from the hardcoded expected result.
Summary
test_kernel_housing_datasetintest_explainer_kernel_shap.pyfails when using the synthetic housing dataset fixture. The test is currently marked asxfail.Follow-up to #7637
Test Details
python/cuml/tests/explainer/test_explainer_kernel_shap.pytest_kernel_housing_datasetDescription
After replacing the downloaded California Housing dataset with a synthetic alternative, the Kernel SHAP explainer test no longer produces values matching the expected
housing_regression_result. The test was markedxfailas a temporary workaround.The failure likely indicates that the synthetic dataset has different characteristics than the real California Housing dataset, causing the SHAP values to differ from the hardcoded expected result.