Multilabel classification support

[Yasemin Kaya]

Hi,

I want to use Mllib for multilabel classification, but I find
http://spark.apache.org/docs/latest/mllib-classification-regression.html,
it is not what I mean. Is there a way to use  multilabel classification?
Thanks alot.

Best,
yasemin

-- 
hiç ender hiç

Re: Multilabel classification support

[Alexis Gillain]

You can try these packages for adaboost.mh :

https://github.com/BaiGang/spark_multiboost (scala)
or
https://github.com/tizfa/sparkboost (java)


2015-09-11 15:29 GMT+08:00 Yasemin Kaya :

> Hi,
>
> I want to use Mllib for multilabel classification, but I find
> http://spark.apache.org/docs/latest/mllib-classification-regression.html,
> it is not what I mean. Is there a way to use  multilabel classification?
> Thanks alot.
>
> Best,
> yasemin
>
> --
> hiç ender hiç
>



-- 
Alexis GILLAIN

Re: Multilabel classification support

[Yanbo Liang]

LogisticRegression in MLlib(not ML) package supports both multiclass
and multilabel classification.


2015-09-11 16:21 GMT+08:00 Alexis Gillain :

> You can try these packages for adaboost.mh :
>
> https://github.com/BaiGang/spark_multiboost (scala)
> or
> https://github.com/tizfa/sparkboost (java)
>
>
> 2015-09-11 15:29 GMT+08:00 Yasemin Kaya :
>
>> Hi,
>>
>> I want to use Mllib for multilabel classification, but I find
>> http://spark.apache.org/docs/latest/mllib-classification-regression.html,
>> it is not what I mean. Is there a way to use  multilabel classification?
>> Thanks alot.
>>
>> Best,
>> yasemin
>>
>> --
>> hiç ender hiç
>>
>
>
>
> --
> Alexis GILLAIN
>

Re: Multilabel classification support

[Alexis Gillain]

Do you mean by running a model on every label ?
That's another solution of course.

If you mean LogisticRegression natively "supports" multilabel, can you
provide me some references. From what I see in the code it uses LabeledPoint
which has only one label.

2015-09-11 21:54 GMT+08:00 Yanbo Liang :

> LogisticRegression in MLlib(not ML) package supports both multiclass and 
> multilabel classification.
>
>
> 2015-09-11 16:21 GMT+08:00 Alexis Gillain :
>
>> You can try these packages for adaboost.mh :
>>
>> https://github.com/BaiGang/spark_multiboost (scala)
>> or
>> https://github.com/tizfa/sparkboost (java)
>>
>>
>> 2015-09-11 15:29 GMT+08:00 Yasemin Kaya :
>>
>>> Hi,
>>>
>>> I want to use Mllib for multilabel classification, but I find
>>> http://spark.apache.org/docs/latest/mllib-classification-regression.html,
>>> it is not what I mean. Is there a way to use  multilabel classification?
>>> Thanks alot.
>>>
>>> Best,
>>> yasemin
>>>
>>> --
>>> hiç ender hiç
>>>
>>
>>
>>
>> --
>> Alexis GILLAIN
>>
>
>


-- 
Alexis GILLAIN