Re: [Scikit-learn-general] Number of subsamples in Random Forest

2015-07-09 Thread Sebastian Raschka
Thanks, Gilles, I think that's a good idea! It would make the implementation more "flexible" and would add clarity as well! Best, Sebastian > On Jul 9, 2015, at 2:35 PM, Gilles Louppe wrote: > > Hi Sebastian, > > Indeed, N samples are drawn with replacement, where N=len(original > training se

Re: [Scikit-learn-general] Number of subsamples in Random Forest

2015-07-09 Thread Gilles Louppe
Hi Sebastian, Indeed, N samples are drawn with replacement, where N=len(original training set). I guess we could add an extra max_samples parameter, just like we have for the Bagging estimators. Gilles On 6 July 2015 at 23:00, Sebastian Raschka wrote: > Thanks, Jeff, that was what I expected, b

Re: [Scikit-learn-general] Number of subsamples in Random Forest

2015-07-06 Thread Sebastian Raschka
Thanks, Jeff, that was what I expected, but I just wanted to make sure. I will add a note via a pull request later. > On Jul 6, 2015, at 3:52 PM, Jeff Blackburne wrote: > > Hi Sebastian, > > The bootstrap sample size is always the same as the input sample size. If you > feel up to it, a pull

Re: [Scikit-learn-general] Number of subsamples in Random Forest

2015-07-06 Thread Jeff Blackburne
Hi Sebastian, The bootstrap sample size is always the same as the input sample size. If you feel up to it, a pull request updating the documentation would probably be quite welcome. -Jeff On Mon, Jul 6, 2015 at 12:21 PM, Sebastian Raschka wrote: > Hi, all, > > I am wondering what the sample s