On 03/14/2012 04:52 PM, Olivier Grisel wrote:
> Le 14 mars 2012 08:43, Alexandre Gramfort
> <[email protected]>  a écrit :
>>> how do you quantify what is simple?
>> eg. the model with the smallest C or the highest alpha
> IMO We should record the fit durations and return the fastest among
> the tied models. This is model agnostic and favoring fast convergence
> is a nice feature for the user.
>
+1

In particular since simple is not readily defined for all parameters and 
even if,
you still need to define it on the cross-product of all parameters....

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