[tune] use bayesopt for quick start example (which actually converges) #16997
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Why are these changes needed?
Let's actually go with bayesopt here, even if it only supports continuous search spaces. It works well for these and converges quickly.
Related issue number
Closes #13187
Checks
scripts/format.shto lint the changes in this PR.