No , scikit-learn doesn’t have partial dependence plots for random forest.
Best regards,
Arnaud
> On 21 Mar 2015, at 03:43, Shubham Singh Tomar <tomarshubha...@gmail.com>
> wrote:
>
> Does scikit-learn have any capacity for partial dependence plots and
> associated data arrays for random forest analyses?
> I can find the plot for GradientBoostingRegressor here
> http://scikit-learn.org/stable/auto_examples/ensemble/plot_partial_dependence.html
>
> <http://scikit-learn.org/stable/auto_examples/ensemble/plot_partial_dependence.html>.
>
> Doing the same for RF outputs:
>
> File
> "/usr/local/lib/python2.7/dist-packages/sklearn/ensemble/partial_dependence.py",
> line 239, in plot_partial_dependence
> raise ValueError('gbrt has to be an instance of BaseGradientBoosting')
> ValueError: gbrt has to be an instance of BaseGradientBoosting
>
> --
> Thanks,
> Shubham Singh Tomar
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