Re: Hivemall ffm classifier and class weights

2019-11-01 Thread Makoto Yui
ing/oversampling; its a sort of a cost-sensitive learning. >>>> > >>>> > I am not sure how SQL will help given than weights have to be >>>> > incorporated into the loss function during training. >>>> > >>>> > Thanks >>>>

Re: Hivemall ffm classifier and class weights

2019-11-01 Thread Shadi Mari
ave to be >>> incorporated into the loss function during training. >>> > >>> > Thanks >>> > >>> > On Thu, Oct 31, 2019 at 1:05 PM Makoto Yui wrote: >>> >> >>> >> Hi Mari, >>> >> >>> >

Re: Hivemall ffm classifier and class weights

2019-11-01 Thread Makoto Yui
t; > Thanks >> > >> > On Thu, Oct 31, 2019 at 1:05 PM Makoto Yui wrote: >> >> >> >> Hi Mari, >> >> >> >> Do you have a specific example that does class weighting? >> >> >> >> libffm does not have such feature. >>

Re: Hivemall ffm classifier and class weights

2019-10-31 Thread Shadi Mari
; > 2019年10月31日(木) 19:38 Shadi Mari : > > > > Hello > > I am having extremely imbalanced dataset and trying to find support for > class weights in hivemall ffm classifier in specific, however couldnt find > any mention in the docs. > > > > Is this feature supported, otherwise i had to go with negative > downsampling. > > > > Please advise > > > > Thank you >

Re: Hivemall ffm classifier and class weights

2019-10-31 Thread Makoto Yui
/generated/sklearn.linear_model.SGDClassifier.html I think this can easily be achieved using SQL. Thanks, Makoto 2019年10月31日(木) 19:38 Shadi Mari : > > Hello > I am having extremely imbalanced dataset and trying to find support for class > weights in hivemall ffm classifier in specific, however couldnt find any

Hivemall ffm classifier and class weights

2019-10-31 Thread Shadi Mari
Hello I am having extremely imbalanced dataset and trying to find support for class weights in hivemall ffm classifier in specific, however couldnt find any mention in the docs. Is this feature supported, otherwise i had to go with negative downsampling. Please advise Thank you