AFAIU your problem is a multi-class classification problem. Therefore any
algorithm which falls under that category can be used (decision tree, naive
bayes etc). You should appropriately chose the response variable(the
feature to be predicted) in the workflow. I hope in this case what you are
trying to predict is the "product_id". Therefore that should be the
response variable.
On Wed, Oct 21, 2015 at 10:22 AM, NIFRAS ISMAIL <nifrasism...@gmail.com>
wrote:
> Hi Fazlan,
>
> I have reached that point [1] . I am confused about algorithms which I
> choose to find the patterns on the data.
>
> I clearly mention you about my problem. Could you please give me a
> solution of choosing algorithm.
>
> * I have data of shopping mall basket.
>
> * Data Headers :
> time_id,unit_sales,customer_id,birthdate,marital_status,yearly_income,gender,total_children,num_children_at_home,education,member_card,occupation,houseowner,num_cars_owned,product_id
>
> * From this data i need to predict which item will be buy by the user in
> next visit?
> *{coffee,sugar} => {milk}*
> Which algorithm I need to choose?
>
>
>
> [1] https://docs.wso2.com/display/ML100/Exploring+Data
> <https://docs.wso2.com/display/ML100/Exploring+Data>
>
> Regards.
> *M. Nifras Ismail*
> [image: LinkedIn] <http://lk.linkedin.com/pub/nifras-ismail/54/343/94b>
>
>
>
> On Wed, Oct 21, 2015 at 10:10 AM, Fazlan Nazeem <fazl...@wso2.com> wrote:
>
>> K-means algorithm is applied to cluster the data you already have into
>> identifiable clusters. It is applied to better understand the data you
>> already have.
>>
>> in the general K-means algorithm we are not going to predict clusters for
>> new data points. Therefore the predict option is not available for kmeans
>> models. The view option will be available in the next release so that you
>> can view the cluster diagram of it. As a workaround you can view the
>> cluster diagram of your data set through the data exploration view(This
>> also uses K-means). Please refer to the "cluster diagram" section of the
>> the documentation[1] link.
>>
>> [1] https://docs.wso2.com/display/ML100/Exploring+Data
>> <https://docs.wso2.com/display/ML100/Exploring+Data>
>>
>> On Wed, Oct 21, 2015 at 9:09 AM, NIFRAS ISMAIL <nifrasism...@gmail.com>
>> wrote:
>>
>>> Hi Team ML,
>>> I have did K-Means clustering on wso2ML but unfortunately I could not
>>> find the Predict tab.
>>>
>>> I am using a shopping mall data set. I need to find the users buying
>>> patterns. Therefore, I cluster the user buying products from different
>>> models by K-Means Clustering .
>>>
>>> I have successfully created the model and i could not find the predict.
>>> How am i predict using wso2 ML UI.
>>>
>>> I'm following this documentation
>>> <https://docs.wso2.com/display/ML100/Making+Predictions+Using+the+ML+UI>
>>>
>>>
>>>
>>>
>>> Regards.
>>> *M. Nifras Ismail*
>>> [image: LinkedIn] <http://lk.linkedin.com/pub/nifras-ismail/54/343/94b>
>>>
>>>
>>>
>>> _______________________________________________
>>> Dev mailing list
>>> Dev@wso2.org
>>> http://wso2.org/cgi-bin/mailman/listinfo/dev
>>>
>>>
>>
>>
>> --
>> Thanks & Regards,
>>
>> Fazlan Nazeem
>>
>> *Software Engineer*
>>
>> *WSO2 Inc*
>> Mobile : +94772338839
>> <%2B94%20%280%29%20773%20451194>
>> fazl...@wso2.com
>>
>
>
--
Thanks & Regards,
Fazlan Nazeem
*Software Engineer*
*WSO2 Inc*
Mobile : +94772338839
<%2B94%20%280%29%20773%20451194>
fazl...@wso2.com
_______________________________________________
Dev mailing list
Dev@wso2.org
http://wso2.org/cgi-bin/mailman/listinfo/dev
