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Backports the following commits to 8.18:

…e the test (elastic#135541)

This PR fixes the flaky test muted in elastic#93228 by fixing hyperparameters to the values that always work. Since the test is for alias fields and not for the training algorithm, fixing the hyperparameters is not dangerous.

Closes elastic#93228
@valeriy42 valeriy42 added :ml Machine learning >test Issues or PRs that are addressing/adding tests auto-merge-without-approval Automatically merge pull request when CI checks pass (NB doesn't wait for reviews!) backport Team:ML Meta label for the ML team labels Oct 1, 2025
@elasticsearchmachine elasticsearchmachine merged commit bb7e148 into elastic:8.18 Oct 1, 2025
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@valeriy42 valeriy42 deleted the backport/8.18/pr-135541 branch October 1, 2025 13:44
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