Right now I'm splitting the dataset in half to get the predictions of the
first layer. I can make this configurable.
You're right that the literature doesn't really support different
classifiers working on different representations. I’ll take this out.
On Wed, Dec 16, 2015 at 11:03 AM, Andreas M
I think stacking would be a nice contribution.
Are you doing loo / cross validation to get the predictions of the first
level?
Otherwise this is basically "VotingClassifier"
And in the "literature" version, all classifiers get the same data. We
need to think about how and if we want to support
Hello,
I have some code and tests written for a StackingClassifier that has an
sklearn-like interface and is compatible with sklearn classifiers. The
classifier contains methods to easily train classifiers on different
transformations of the same data and train a meta-classifier on the
classifier
This paper is about using Stacking to boost the multi-classes accuracy of
sentiment classification significantly: "The Importance of Neutral Examples
for Learning Sentiment". I found this paper interesting and the experiment
results a bit surprising.
On Sun, Mar 25, 2012 at 10:28 PM, Satrajit Ghos
hi olivier,
Good to know. Among the references from the Wikipedia article, the
> following seems particularly interesting:
>
> http://arxiv.org/abs/0911.0460
i just read that last night after this series of emails. the introduction
is nice, but the point they are trying to make is a little stra
Le 25 mars 2012 03:33, xinfan meng a écrit :
>
>
> On Sun, Mar 25, 2012 at 9:26 AM, Olivier Grisel
> wrote:
>>
>> Le 25 mars 2012 01:38, xinfan meng a écrit :
>> > Hi, list
>> >
>> > I am looking for a a stacking classifier implementation. It falls
>> > into
>> > the category of ensemble cl
On Sun, Mar 25, 2012 at 9:26 AM, Olivier Grisel wrote:
> Le 25 mars 2012 01:38, xinfan meng a écrit :
> > Hi, list
> >
> > I am looking for a a stacking classifier implementation. It falls
> into
> > the category of ensemble classifier. I can't find it in sklearn now.
> But if
> > someone ar
Le 25 mars 2012 01:38, xinfan meng a écrit :
> Hi, list
>
> I am looking for a a stacking classifier implementation. It falls into
> the category of ensemble classifier. I can't find it in sklearn now. But if
> someone are implementing one, I would be glad to try it. Thanks.
Interesting, I d
Hi, list
I am looking for a a stacking classifier implementation. It falls into
the category of ensemble classifier. I can't find it in sklearn now. But
if someone are implementing one, I would be glad to try it. Thanks.
--
Best Wishes
Meng Xinfa
