No. The only reason is we need a name for the features that actually have a numerical meanings. Numerical may mean "numbers" (which can be categorical as well) to users. In that case we need an alternative. Is there a better name we can use? Or we need to keep numerical as it is and assume it means the features that have some numerical meaning.
On Tue, Jan 19, 2016 at 12:04 PM, CD Athuraliya <chathur...@wso2.com> wrote: > > > On Tue, Jan 19, 2016 at 11:58 AM, Maheshakya Wijewardena < > mahesha...@wso2.com> wrote: > >> Note that only continuous is not sufficient since there can be numerical >> attributes that are not continuous like number of wins, etc. >> >> On Tue, Jan 19, 2016 at 11:57 AM, Maheshakya Wijewardena < >> mahesha...@wso2.com> wrote: >> >>> Since the concern is about the suitability of the term "numerical", what >>> if we add two new feature types: >>> >>> 1. Continues numerical >>> 2. Discrete numerical >>> >>> to represent the features that actually have some numerical meaning and >>> then eliminate "numerical". That way we can get rid of the confusion when >>> there is categorical features with numerical values. >>> >> > What are we trying achieve by introducing these new types? Do we introduce > anything new to our workflow depending on these new types? > >> >>> On Tue, Jan 19, 2016 at 11:03 AM, Maheshakya Wijewardena < >>> mahesha...@wso2.com> wrote: >>> >>>> Should there be an issue, since we are already considering these type >>>> of "numerical" features as categorical? >>>> >>>> On Tue, Jan 19, 2016 at 10:57 AM, Nirmal Fernando <nir...@wso2.com> >>>> wrote: >>>> >>>>> >>>>> On Tue, Jan 19, 2016 at 10:53 AM, Supun Sethunga <sup...@wso2.com> >>>>> wrote: >>>>> >>>>>> IMO, 0 & 1 is still categorical. Its an equivalent to a encoded >>>>>> string variable, isn't it? >>>>>> >>>>> >>>>> Question is about what we should name current 'numerical' type. 0, 1 >>>>> is of course categorical :) >>>>> >>>>> >>>>>> On Tue, Jan 19, 2016 at 10:49 AM, Nirmal Fernando <nir...@wso2.com> >>>>>> wrote: >>>>>> >>>>>>> All, >>>>>>> >>>>>>> Currently we have; numerical and categorical. But there can be >>>>>>> categorical features with numerical values for an example if a feature >>>>>>> has >>>>>>> only 0 & 1 we say it's a categorical feature. What should be the >>>>>>> appropriate names? >>>>>>> >>>>>>> -- >>>>>>> >>>>>>> Thanks & regards, >>>>>>> Nirmal >>>>>>> >>>>>>> Team Lead - WSO2 Machine Learner >>>>>>> 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 >>>>> >>>>> Team Lead - WSO2 Machine Learner >>>>> Associate Technical Lead - Data Technologies Team, WSO2 Inc. >>>>> Mobile: +94715779733 >>>>> Blog: http://nirmalfdo.blogspot.com/ >>>>> >>>>> >>>>> >>>> >>>> >>>> -- >>>> Pruthuvi Maheshakya Wijewardena >>>> mahesha...@wso2.com >>>> +94711228855 >>>> >>>> >>>> >>> >>> >>> -- >>> Pruthuvi Maheshakya Wijewardena >>> mahesha...@wso2.com >>> +94711228855 >>> >>> >>> >> >> >> -- >> Pruthuvi Maheshakya Wijewardena >> mahesha...@wso2.com >> +94711228855 >> >> >> > > > -- > *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 > <https://cdathuraliya.wordpress.com/> > -- Pruthuvi Maheshakya Wijewardena mahesha...@wso2.com +94711228855
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