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DOC: fix convergence warning in iterative example #14330

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deniederhut
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Reference Issues/PRs

Resolves on check box from #14117

What does this implement/fix? Explain your changes.

The estimator fails to converge reliably even with 1e4
iterations. We can keep the default max_iter and avoid
convergence warnings by increasing the tolerance.

Any other comments?

Before change:

Screenshot 2019-07-13 11 35 49

After change:

Screenshot 2019-07-13 11 36 05

The estimator fails to converge reliably even with 1e4
iterations. We can keep the default max_iter and avoid
convergence warnings increasing the tolerance.
@amueller
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That seems a bit weird. Do you know which estimator this is for?

@amueller
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This is really strange, the estimator is not converging at all. This looks like a bug to me. I opened #14338 and I think we should investigate the actual issue.

@deniederhut
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😬

@deniederhut
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Is this good to go? Or is the idea that we want to wait for the fixes coming to the IterativeImputer first?

@amueller
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@deniederhut I would argue that it's not good to try and hide the warning and we should fix the underlying bug.

@deniederhut
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Cool, then let's close this in favor of whatever PR closes #13773

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2 participants