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[SPARK-56762][PYTHON][TESTS] Speed up test_crossvalidator_on_pipeline#55723

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gaogaotiantian:speed-up-crossvalidator
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[SPARK-56762][PYTHON][TESTS] Speed up test_crossvalidator_on_pipeline#55723
gaogaotiantian wants to merge 1 commit intoapache:masterfrom
gaogaotiantian:speed-up-crossvalidator

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What changes were proposed in this pull request?

Tuned some parameters to speed up the slowest test in our test suite. With this change, we can reduce the time of this test by about 50%.

Note that the test is for CrossValidator, so tuning the model a bit is totally fine for the purpose.

Why are the changes needed?

This test takes 100+s to finish on our CI.

Does this PR introduce any user-facing change?

No.

How was this patch tested?

Locally passed. CI needed.

Was this patch authored or co-authored using generative AI tooling?

No.

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