Yes, in fact I did something similar in my thesis. See section 7.2 for a discussion about this. Figure 7.5 is similar to what you describe in your sample code. By varying the depth, you can basically control the bias. http://orbi.ulg.ac.be/bitstream/2268/170309/1/thesis.pdf
On 6 March 2015 at 13:50, Luca Puggini <lucapug...@gmail.com> wrote: > After a little simulated study I agree with the previous comment. > With the Extra trees classifier it is possible to reduce the bias. > > Despite that the result is still biased. > > Here the sample code: > http://jpst.it/x9Mv > > Here a possible reference: > http://www.biomedcentral.com/1471-2105/8/25 > > Please tell me if you are aware of other better papers regarding the topic > :-) > > I hope this can help. > > Best, > Luca > > ------------------------------------------------------------------------------ > Dive into the World of Parallel Programming The Go Parallel Website, > sponsored > by Intel and developed in partnership with Slashdot Media, is your hub for > all > things parallel software development, from weekly thought leadership blogs > to > news, videos, case studies, tutorials and more. Take a look and join the > conversation now. http://goparallel.sourceforge.net/ > _______________________________________________ > Scikit-learn-general mailing list > Scikit-learn-general@lists.sourceforge.net > https://lists.sourceforge.net/lists/listinfo/scikit-learn-general > ------------------------------------------------------------------------------ Dive into the World of Parallel Programming The Go Parallel Website, sponsored by Intel and developed in partnership with Slashdot Media, is your hub for all things parallel software development, from weekly thought leadership blogs to news, videos, case studies, tutorials and more. Take a look and join the conversation now. http://goparallel.sourceforge.net/ _______________________________________________ Scikit-learn-general mailing list Scikit-learn-general@lists.sourceforge.net https://lists.sourceforge.net/lists/listinfo/scikit-learn-general
