2012/10/23 Mathieu Blondel <[email protected]>:
> Having a single method (I like the name `from_estimator`) does seem cleaner
> and easier to follow.
>
> On Tue, Oct 23, 2012 at 6:18 PM, Olivier Grisel <[email protected]>
> wrote:
>>
>>
>> If people don't like the additional methods, we could introduce
>> additional boolean or categorical flags.
>
>
> Another solution is to use mixins (ClassificationMetric, RegressionMetric,
> MulticlassMetric, ...) and use isinstance to inspect the capabilities.

I would rather avoid `isinstance` checks to keep our API ducktype
friendly for 3rd party integration that would not like to use our
mixins for one reason or another.

But +1 for mixins for code reuse.

-- 
Olivier
http://twitter.com/ogrisel - http://github.com/ogrisel

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