Yes, I was thinking of a sequencial, exploratory IPython-style thing
where you change something in your X and re-fit, when you don't want
to clone and delete the old estimator. Hope this makes sense.

Vlad

> 2011/11/6 Lars Buitinck <[email protected]>:
>> 2011/11/6 Vlad Niculae <[email protected]>:
>>> This is exactly what I would expect as well. I think this is the
>>> biggest gain of having objects instead of functions: being able to
>>> store init parameters in an object that you will then fit and evaluate
>>> on different sets.
>>
>> Isn't that what base.clone is for?
>
> clone is just for cloning (e.g. for processing with the same initial
> parameters on different data in parrallel).
>
>
> --
> Olivier
> http://twitter.com/ogrisel - http://github.com/ogrisel
>
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