Attaching created JIRA [1].

[1] https://wso2.org/jira/browse/ML-15

On Thu, May 7, 2015 at 10:00 AM, Nirmal Fernando <nir...@wso2.com> wrote:

> Ok, got it! Thanks :-) We'll add an option then.
>
> On Thu, May 7, 2015 at 9:52 AM, Upul Bandara <u...@wso2.com> wrote:
>
>> I'm sorry my bad!
>>
>> We have to tell, the header is missing.
>>
>> [image: Inline image 1]
>>
>> On Thu, May 7, 2015 at 9:44 AM, Nirmal Fernando <nir...@wso2.com> wrote:
>>
>>> It seems this is the first row of the dataset, with an X if a value is a
>>> number :-)
>>>
>>> On Thu, May 7, 2015 at 9:41 AM, Upul Bandara <u...@wso2.com> wrote:
>>>
>>>> I think asking is a valid option. Some tools automatically detect
>>>> header.
>>>>
>>>> Ex: R
>>>>
>>>> [image: Inline image 2]
>>>>
>>>> Sometimes, they might check the ration between string an numbers in the
>>>> first line.
>>>> If we looking at the code related to read.csv we can get an idea
>>>>
>>>>
>>>>
>>>> On Thu, May 7, 2015 at 9:34 AM, Nirmal Fernando <nir...@wso2.com>
>>>> wrote:
>>>>
>>>>> hmm.. another option :-) I think we can stick to the helper line.
>>>>>
>>>>> On Thu, May 7, 2015 at 9:31 AM, Supun Sethunga <sup...@wso2.com>
>>>>> wrote:
>>>>>
>>>>>> We have to ask from the user, giving them an option to select. :)
>>>>>>
>>>>>> On Thu, May 7, 2015 at 9:27 AM, Nirmal Fernando <nir...@wso2.com>
>>>>>> wrote:
>>>>>>
>>>>>>>
>>>>>>> On Thu, May 7, 2015 at 9:23 AM, Upul Bandara <u...@wso2.com> wrote:
>>>>>>>
>>>>>>>> Iris dataset is a bit old one. Nowadays, most of the datasets come
>>>>>>>> with a header row.
>>>>>>>>
>>>>>>>> +1 adding a helper line in UI.
>>>>>>>>
>>>>>>>> But if header is missing, can't we add a set of dummy feature names
>>>>>>>> ( such as F1, F2, and etc. ) and continue the model building process ?
>>>>>>>>
>>>>>>>
>>>>>>> How can we detect that the header row is missing?
>>>>>>>
>>>>>>>>
>>>>>>>>
>>>>>>>>
>>>>>>>> On Thu, May 7, 2015 at 9:15 AM, Nirmal Fernando <nir...@wso2.com>
>>>>>>>> wrote:
>>>>>>>>
>>>>>>>>> Popular Iris dataset doesn't seem to have it.
>>>>>>>>>
>>>>>>>>> On Thu, May 7, 2015 at 9:13 AM, Supun Sethunga <sup...@wso2.com>
>>>>>>>>> wrote:
>>>>>>>>>
>>>>>>>>>> +1 for adding a helper. Think its also the general standard to
>>>>>>>>>> have the first row as the header in datasets.
>>>>>>>>>>
>>>>>>>>>> On Thu, May 7, 2015 at 8:47 AM, Nirmal Fernando <nir...@wso2.com>
>>>>>>>>>> wrote:
>>>>>>>>>>
>>>>>>>>>>> Hi All,
>>>>>>>>>>>
>>>>>>>>>>> Currently, ML expects first row of a dataset to be the header
>>>>>>>>>>> row. How should we enforce this? We can't do a validation here 
>>>>>>>>>>> AFAIU, but
>>>>>>>>>>> we could add a helper line in UI, mentioning that we expect the 
>>>>>>>>>>> first row
>>>>>>>>>>> to be the header row. Wdyt?
>>>>>>>>>>>
>>>>>>>>>>> --
>>>>>>>>>>>
>>>>>>>>>>> Thanks & regards,
>>>>>>>>>>> Nirmal
>>>>>>>>>>>
>>>>>>>>>>> Associate Technical Lead - Data Technologies Team, WSO2 Inc.
>>>>>>>>>>> Mobile: +94715779733
>>>>>>>>>>> Blog: http://nirmalfdo.blogspot.com/
>>>>>>>>>>>
>>>>>>>>>>>
>>>>>>>>>>>
>>>>>>>>>>
>>>>>>>>>>
>>>>>>>>>> --
>>>>>>>>>> *Supun Sethunga*
>>>>>>>>>> Software Engineer
>>>>>>>>>> WSO2, Inc.
>>>>>>>>>> http://wso2.com/
>>>>>>>>>> lean | enterprise | middleware
>>>>>>>>>> Mobile : +94 716546324
>>>>>>>>>>
>>>>>>>>>
>>>>>>>>>
>>>>>>>>>
>>>>>>>>> --
>>>>>>>>>
>>>>>>>>> Thanks & regards,
>>>>>>>>> Nirmal
>>>>>>>>>
>>>>>>>>> Associate Technical Lead - Data Technologies Team, WSO2 Inc.
>>>>>>>>> Mobile: +94715779733
>>>>>>>>> Blog: http://nirmalfdo.blogspot.com/
>>>>>>>>>
>>>>>>>>>
>>>>>>>>>
>>>>>>>>
>>>>>>>>
>>>>>>>> --
>>>>>>>> Upul Bandara,
>>>>>>>> Associate Technical Lead, WSO2, Inc.,
>>>>>>>> Mob: +94 715 468 345.
>>>>>>>>
>>>>>>>
>>>>>>>
>>>>>>>
>>>>>>> --
>>>>>>>
>>>>>>> Thanks & regards,
>>>>>>> Nirmal
>>>>>>>
>>>>>>> Associate Technical Lead - Data Technologies Team, WSO2 Inc.
>>>>>>> Mobile: +94715779733
>>>>>>> Blog: http://nirmalfdo.blogspot.com/
>>>>>>>
>>>>>>>
>>>>>>>
>>>>>>
>>>>>>
>>>>>> --
>>>>>> *Supun Sethunga*
>>>>>> Software Engineer
>>>>>> WSO2, Inc.
>>>>>> http://wso2.com/
>>>>>> lean | enterprise | middleware
>>>>>> Mobile : +94 716546324
>>>>>>
>>>>>
>>>>>
>>>>>
>>>>> --
>>>>>
>>>>> Thanks & regards,
>>>>> Nirmal
>>>>>
>>>>> Associate Technical Lead - Data Technologies Team, WSO2 Inc.
>>>>> Mobile: +94715779733
>>>>> Blog: http://nirmalfdo.blogspot.com/
>>>>>
>>>>>
>>>>>
>>>>
>>>>
>>>> --
>>>> Upul Bandara,
>>>> Associate Technical Lead, WSO2, Inc.,
>>>> Mob: +94 715 468 345.
>>>>
>>>
>>>
>>>
>>> --
>>>
>>> Thanks & regards,
>>> Nirmal
>>>
>>> Associate Technical Lead - Data Technologies Team, WSO2 Inc.
>>> Mobile: +94715779733
>>> Blog: http://nirmalfdo.blogspot.com/
>>>
>>>
>>>
>>
>>
>> --
>> Upul Bandara,
>> Associate Technical Lead, WSO2, Inc.,
>> Mob: +94 715 468 345.
>>
>
>
>
> --
>
> Thanks & regards,
> Nirmal
>
> Associate Technical Lead - Data Technologies Team, WSO2 Inc.
> Mobile: +94715779733
> Blog: http://nirmalfdo.blogspot.com/
>
>
>


-- 
*CD Athuraliya*
Software Engineer
WSO2, Inc.
lean . enterprise . middleware
Mobile: +94 716288847 <94716288847>
LinkedIn <http://lk.linkedin.com/in/cdathuraliya> | Twitter
<https://twitter.com/cdathuraliya> | Blog <http://cdathuraliya.tumblr.com/>
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