I wonder what their core tree algorithms are and how fast they are. It seems they're achieving those speeds by either A) Significantly optimizing the tree learner or B) Using a smart cutoff on the size of the forest based
Tommy Guy On Mon, Aug 27, 2012 at 10:14 AM, Jaques Grobler <[email protected]> wrote: > cool little interactive benchmark. Wonder what they do RF wise to train so > damn quickly.. > clever optimaztion or something? > Agree regarding the other datasets > > > 2012/8/27 Gilles Louppe <[email protected]> >> >> (However, I'd be curious to see the same benchmark on other datasets, >> with a larger number of features...) >> >> On 27 August 2012 09:13, Gilles Louppe <[email protected]> wrote: >> > Hi Peter, >> > >> > At least we are better than Weka! More seriously, this indeed shows >> > that there is still a lot of work to do... :( >> > >> > Gilles >> > >> > On 27 August 2012 09:06, Peter Prettenhofer >> > <[email protected]> wrote: >> >> Hi folks, >> >> >> >> I just stumbled upon this benchmark comparing wiserf, R randomForest, >> >> sklearn (0.12), and weka: >> >> >> >> http://wise.io/wiserf.html >> >> >> >> Lets put it that way: I think we can/should do better ;-) >> >> >> >> best, >> >> Peter >> >> >> >> -- >> >> Peter Prettenhofer >> >> >> >> >> >> ------------------------------------------------------------------------------ >> >> Live Security Virtual Conference >> >> Exclusive live event will cover all the ways today's security and >> >> threat landscape has changed and how IT managers can respond. >> >> Discussions >> >> will include endpoint security, mobile security and the latest in >> >> malware >> >> threats. http://www.accelacomm.com/jaw/sfrnl04242012/114/50122263/ >> >> _______________________________________________ >> >> Scikit-learn-general mailing list >> >> [email protected] >> >> https://lists.sourceforge.net/lists/listinfo/scikit-learn-general >> >> >> ------------------------------------------------------------------------------ >> Live Security Virtual Conference >> Exclusive live event will cover all the ways today's security and >> threat landscape has changed and how IT managers can respond. Discussions >> will include endpoint security, mobile security and the latest in malware >> threats. http://www.accelacomm.com/jaw/sfrnl04242012/114/50122263/ >> _______________________________________________ >> Scikit-learn-general mailing list >> [email protected] >> https://lists.sourceforge.net/lists/listinfo/scikit-learn-general > > > > ------------------------------------------------------------------------------ > Live Security Virtual Conference > Exclusive live event will cover all the ways today's security and > threat landscape has changed and how IT managers can respond. Discussions > will include endpoint security, mobile security and the latest in malware > threats. http://www.accelacomm.com/jaw/sfrnl04242012/114/50122263/ > _______________________________________________ > Scikit-learn-general mailing list > [email protected] > https://lists.sourceforge.net/lists/listinfo/scikit-learn-general > ------------------------------------------------------------------------------ Live Security Virtual Conference Exclusive live event will cover all the ways today's security and threat landscape has changed and how IT managers can respond. Discussions will include endpoint security, mobile security and the latest in malware threats. http://www.accelacomm.com/jaw/sfrnl04242012/114/50122263/ _______________________________________________ Scikit-learn-general mailing list [email protected] https://lists.sourceforge.net/lists/listinfo/scikit-learn-general
