2012/5/26 Ariel Rokem :
> Hi Alex,
>
> Thanks for responding.
>
> On Sat, May 26, 2012 at 5:09 AM, Alexandre Gramfort
> wrote:
>> hi ariel,
>>
>> have you standardized your data?
>>
>
> No, not yet. I'll try doing that. I understand that it's not a bad
> idea to do that, but should it be necessary
> Anyone have any other ideas about the original problem (the crash from
> SGDRegressor)?
learning rate not adapted to the scaling of your data.
Alex
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Hi Mathieu,
On Sat, May 26, 2012 at 8:54 AM, Mathieu Blondel wrote:
>
>
> On Sat, May 26, 2012 at 11:37 PM, Ariel Rokem wrote:
>>
>>
>> Yes - that seems to work fine for this problem. However, I would like
>> to also apply this to larger problems and I am worried that ridge
>> regression will ev
On Sun, May 27, 2012 at 12:54:51AM +0900, Mathieu Blondel wrote:
> BTW - is there any way to track the progress of these algorithms, as
> > they are running? That is, print out something every n iterations
> > reporting on the convergence of the error?
> Not yet. This is something we should consi
On Sat, May 26, 2012 at 11:37 PM, Ariel Rokem wrote:
>
> Yes - that seems to work fine for this problem. However, I would like
> to also apply this to larger problems and I am worried that ridge
> regression will eventually become very slow. That's why I was trying
> out SGD.
>
>
In Ridge, you ca
Hi Alex,
Thanks for responding.
On Sat, May 26, 2012 at 5:09 AM, Alexandre Gramfort
wrote:
> hi ariel,
>
> have you standardized your data?
>
No, not yet. I'll try doing that. I understand that it's not a bad
idea to do that, but should it be necessary?
> did you try with Ridge?
Yes - that se
hi ariel,
have you standardized your data?
did you try with Ridge?
Alex
On Fri, May 25, 2012 at 7:26 PM, Ariel Rokem wrote:
> Hi everyone,
>
> I am trying to use the SGDRegressor to solve for a sparse set of
> linear equations. I am getting an under/over-flow error (see below).
>
> Running mas
Hi everyone,
I am trying to use the SGDRegressor to solve for a sparse set of
linear equations. I am getting an under/over-flow error (see below).
Running master from github from this morning on Fedora 14.
Any ideas?
Thanks!
Ariel
In [30]: X
Out[30]:
<533100x18788 sparse matrix of type ''
