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multioutput regression #292

Merged
merged 6 commits into from
Nov 22, 2021
Merged

multioutput regression #292

merged 6 commits into from
Nov 22, 2021

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sonichi
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@sonichi sonichi commented Nov 18, 2021

make AutoML inherit sklearn.base.BaseEstimator such that it can be wrapped in sklearn.multioutput.MultiOutputRegressor for multi-output regression.

moved preprocessing code in AutoML.predictI() to _preprocess()

@sonichi sonichi linked an issue Nov 18, 2021 that may be closed by this pull request
@sonichi sonichi requested a review from slhuang November 18, 2021 22:53
except IndexError:
raise IndexError(
"Test data contains more columns than training data, exiting"
)
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share the common code as 727-737. May consider combine them.

@sonichi sonichi linked an issue Nov 20, 2021 that may be closed by this pull request
@sonichi sonichi requested a review from slhuang November 21, 2021 22:25
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reviewed automl's _preprocess code

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'NoneType' object has no attribute 'predict_proba' Is multi-tasking allowed?
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