Flag to allow multioutput. #903
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Thank you for this PR. The unit tests should pass but it failed due to installation of latest dask in CI environment. I will fix this issue in #904 and merge it to dev branch soon. |
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I am sorry for overlooking this issue for a while. I think a nicer solution is to let TPOT check y's shape to determine if TPOT is running on a multi-output problem and then switch configuration to Regressors which naively supports multi-output problems. Then the new parameter multi-output is not needed. Could you please make a update to this PR? |
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[please review the Contribution Guidelines prior to submitting your pull request. go ahead and delete this line if you've already reviewed said guidelines.]
What does this PR do?
Allows multi-output models to run with TPOT.
Where should the reviewer start?
It's only a couple of small changes.
How should this PR be tested?
Try running TPOT with this flag. See if anything breaks.
Any background context you want to provide?
Not all SK models support multiple regression. Therefore the user should also add MultiOutputRegressor in the config if they want to maximise the utility of the change.
What are the relevant issues?
#747
#810
[you can link directly to issues by entering # then the number of the issue, for example, #3 links to issue 3]
Screenshots (if appropriate)
Questions: