Re: [Scikit-learn-general] Bootstrap aggregating
Ok, I got it. I'll look at the code and see what can be done. Thank you. On Fri, Jun 21, 2013 at 7:17 PM, Andreas Mueller wrote: > On 06/21/2013 03:37 PM, Maheshakya Wijewardena wrote: > > Thank you. I'll have look at the forest implementation and check what > > can be done and inform you. > > I'd like to have a look at Gilles s code. If it's convenient, can you > > tell how you tried to implement that? > I think it was mostly removing tree-specific code from the forest module. > > > -- > This SF.net email is sponsored by Windows: > > Build for Windows Store. > > http://p.sf.net/sfu/windows-dev2dev > ___ > Scikit-learn-general mailing list > Scikit-learn-general@lists.sourceforge.net > https://lists.sourceforge.net/lists/listinfo/scikit-learn-general > -- This SF.net email is sponsored by Windows: Build for Windows Store. http://p.sf.net/sfu/windows-dev2dev___ Scikit-learn-general mailing list Scikit-learn-general@lists.sourceforge.net https://lists.sourceforge.net/lists/listinfo/scikit-learn-general
Re: [Scikit-learn-general] Bootstrap aggregating
On 06/21/2013 03:37 PM, Maheshakya Wijewardena wrote: > Thank you. I'll have look at the forest implementation and check what > can be done and inform you. > I'd like to have a look at Gilles s code. If it's convenient, can you > tell how you tried to implement that? I think it was mostly removing tree-specific code from the forest module. -- This SF.net email is sponsored by Windows: Build for Windows Store. http://p.sf.net/sfu/windows-dev2dev ___ Scikit-learn-general mailing list Scikit-learn-general@lists.sourceforge.net https://lists.sourceforge.net/lists/listinfo/scikit-learn-general
Re: [Scikit-learn-general] Bootstrap aggregating
Thank you. I'll have look at the forest implementation and check what can be done and inform you. I'd like to have a look at Gilles s code. If it's convenient, can you tell how you tried to implement that? best Maheshakya On Fri, Jun 21, 2013 at 6:55 PM, Andreas Mueller wrote: > On 06/21/2013 12:56 PM, Maheshakya Wijewardena wrote: > > So that means that bagging can only be applied to trees. How about > > implementing a general module so that it can be applied on more > > learning algorithms. > > > I think that would be great. > You should look at the forest implementation to get started. You can > probably reuse some code. > I think Gilles started that long ago but didn't have the time to finish. > > Cheers, > Andy > > > -- > This SF.net email is sponsored by Windows: > > Build for Windows Store. > > http://p.sf.net/sfu/windows-dev2dev > ___ > Scikit-learn-general mailing list > Scikit-learn-general@lists.sourceforge.net > https://lists.sourceforge.net/lists/listinfo/scikit-learn-general > -- This SF.net email is sponsored by Windows: Build for Windows Store. http://p.sf.net/sfu/windows-dev2dev___ Scikit-learn-general mailing list Scikit-learn-general@lists.sourceforge.net https://lists.sourceforge.net/lists/listinfo/scikit-learn-general
Re: [Scikit-learn-general] Bootstrap aggregating
On 06/21/2013 12:56 PM, Maheshakya Wijewardena wrote: > So that means that bagging can only be applied to trees. How about > implementing a general module so that it can be applied on more > learning algorithms. > I think that would be great. You should look at the forest implementation to get started. You can probably reuse some code. I think Gilles started that long ago but didn't have the time to finish. Cheers, Andy -- This SF.net email is sponsored by Windows: Build for Windows Store. http://p.sf.net/sfu/windows-dev2dev ___ Scikit-learn-general mailing list Scikit-learn-general@lists.sourceforge.net https://lists.sourceforge.net/lists/listinfo/scikit-learn-general
Re: [Scikit-learn-general] Bootstrap aggregating
So that means that bagging can only be applied to trees. How about implementing a general module so that it can be applied on more learning algorithms. On Fri, Jun 21, 2013 at 4:17 PM, Olivier Grisel wrote: > 2013/6/21 Gilles Louppe : > > Hi, > > > > Such ensembles are not implemented at the moment. > > Ensembles of trees have a `bootstrap` parameter that do bagging, > although they also randomize the feature selection and optionally > split locations. > > -- > Olivier > > > -- > This SF.net email is sponsored by Windows: > > Build for Windows Store. > > http://p.sf.net/sfu/windows-dev2dev > ___ > Scikit-learn-general mailing list > Scikit-learn-general@lists.sourceforge.net > https://lists.sourceforge.net/lists/listinfo/scikit-learn-general > -- This SF.net email is sponsored by Windows: Build for Windows Store. http://p.sf.net/sfu/windows-dev2dev___ Scikit-learn-general mailing list Scikit-learn-general@lists.sourceforge.net https://lists.sourceforge.net/lists/listinfo/scikit-learn-general
Re: [Scikit-learn-general] Bootstrap aggregating
2013/6/21 Gilles Louppe : > Hi, > > Such ensembles are not implemented at the moment. Ensembles of trees have a `bootstrap` parameter that do bagging, although they also randomize the feature selection and optionally split locations. -- Olivier -- This SF.net email is sponsored by Windows: Build for Windows Store. http://p.sf.net/sfu/windows-dev2dev ___ Scikit-learn-general mailing list Scikit-learn-general@lists.sourceforge.net https://lists.sourceforge.net/lists/listinfo/scikit-learn-general
Re: [Scikit-learn-general] Bootstrap aggregating
I'm doing a brownfield development for a university project and I'm so interested in this field. If I start implementing that kind ensemble method, will it suit in the scope of this scikit-learn project. Will it be useful for the users?( I've felt the need of that personally. It has improved the results when used with other learning algorithms for certain cases) What help can I get from the community? On Fri, Jun 21, 2013 at 1:38 PM, Gilles Louppe wrote: > Hi, > > Such ensembles are not implemented at the moment. > > Gilles > > On 21 June 2013 09:59, Maheshakya Wijewardena > wrote: > > Hi all, > > I would like to know whether we have bootstrap aggregating > functionality in > > scikit-learn library. If so, How do I use that? > > (If it doesn't exist I would like to implement that explicitly to cohere > > with the learning algorithms we have in scikit-learn) > > > > Thank you > > > > > -- > > This SF.net email is sponsored by Windows: > > > > Build for Windows Store. > > > > http://p.sf.net/sfu/windows-dev2dev > > ___ > > Scikit-learn-general mailing list > > Scikit-learn-general@lists.sourceforge.net > > https://lists.sourceforge.net/lists/listinfo/scikit-learn-general > > > > > -- > This SF.net email is sponsored by Windows: > > Build for Windows Store. > > http://p.sf.net/sfu/windows-dev2dev > ___ > Scikit-learn-general mailing list > Scikit-learn-general@lists.sourceforge.net > https://lists.sourceforge.net/lists/listinfo/scikit-learn-general > -- This SF.net email is sponsored by Windows: Build for Windows Store. http://p.sf.net/sfu/windows-dev2dev___ Scikit-learn-general mailing list Scikit-learn-general@lists.sourceforge.net https://lists.sourceforge.net/lists/listinfo/scikit-learn-general
Re: [Scikit-learn-general] Bootstrap aggregating
Hi, Such ensembles are not implemented at the moment. Gilles On 21 June 2013 09:59, Maheshakya Wijewardena wrote: > Hi all, > I would like to know whether we have bootstrap aggregating functionality in > scikit-learn library. If so, How do I use that? > (If it doesn't exist I would like to implement that explicitly to cohere > with the learning algorithms we have in scikit-learn) > > Thank you > > -- > This SF.net email is sponsored by Windows: > > Build for Windows Store. > > http://p.sf.net/sfu/windows-dev2dev > ___ > Scikit-learn-general mailing list > Scikit-learn-general@lists.sourceforge.net > https://lists.sourceforge.net/lists/listinfo/scikit-learn-general > -- This SF.net email is sponsored by Windows: Build for Windows Store. http://p.sf.net/sfu/windows-dev2dev ___ Scikit-learn-general mailing list Scikit-learn-general@lists.sourceforge.net https://lists.sourceforge.net/lists/listinfo/scikit-learn-general
[Scikit-learn-general] Bootstrap aggregating
Hi all, I would like to know whether we have bootstrap aggregating functionality in scikit-learn library. If so, How do I use that? (If it doesn't exist I would like to implement that explicitly to cohere with the learning algorithms we have in scikit-learn) Thank you -- This SF.net email is sponsored by Windows: Build for Windows Store. http://p.sf.net/sfu/windows-dev2dev___ Scikit-learn-general mailing list Scikit-learn-general@lists.sourceforge.net https://lists.sourceforge.net/lists/listinfo/scikit-learn-general
