RapidMiner

RapidMiner

nominal vs polynominal

Regular Contributor

nominal vs polynominal

what, if anything, is the difference in polynominal and nominal?

They are offered as separate types, but appear to be used interchangeably, at least in some cases.

thanks!
6 REPLIES
Moderator

Re: nominal vs polynominal

Hi,

polynominal is a subtype of nominal. A nominal value may be either polynominal or binominal, the first meaning there are more than 2 distinct values, the latter one meaning there are exactly two values. Hence, a polynominal value is always a nominal one, but this is not true the other way round.

Kind regards,
Tobias
Regular Contributor

Re: nominal vs polynominal

OK, thanks.

Then, there should be no reason to assign an attribute to the nominal type.  It should either be set to binomial or polynomial. 

Correct?
RMStaff

Re: nominal vs polynominal

Hi,

principally, yes. On the other hand, there is currently no operator available who distinguishes between nominal and polynominal. From an algorithmic point of view, if an operator supports more than two values it also supports two as well. Hence, in most places you will not find any distinction between polynominal and nominal.

Cheers,
Ingo
Regular Contributor

Re: nominal vs polynominal

Thank you.  That is very helpful to know.
Contributor

Re: nominal vs polynominal

Hi
Then, what is the difference between nominal, polynominal and binominal? If the nominal type is polynominal or binominal, why exists the nominal type?
Super Contributor

Re: nominal vs polynominal

Polynominal and nominal are identical in the current implementation, so they are interchangeable. In fact the nominal type could be hidden from the users, but for historical reasons it is not. Binominal is different in that a binominal attribute can have at most 2 different values.

Best regards,
Marius