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IMPORT ERROR when importing from sklearn.ensemble?

Time:08-10

I received an import error when importing the HistGradientBooostingClassifier from sklearn.ensemble

I typed in jupyter notebook:

'from sklearn.ensemble import HistGradientBoostingClassifier'

screenshot of the error.

CodePudding user response:

The first result from a (US) Google search for ImportError from sklearn.ensemble import HistGradientBoostingClassifier is this issue from the scikit-learn repo on Github.

HistGradientBoostingRegressor is experimental. You need to enable experimental features first:

from sklearn.experimental import enable_hist_gradient_boosting
from sklearn.ensemble import HistGradientBoostingRegressor
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