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 Author Topic: nominal vs polynominal  (Read 1873 times)
brianbaker
Newbie

Posts: 24

 « on: May 09, 2009, 05:20:14 AM »

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!
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Tobias Malbrecht
Global Moderator
Sr. Member

Posts: 293

 « Reply #1 on: May 09, 2009, 11:57:21 AM »

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
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Tobias Malbrecht
Director Product Marketing
RapidMiner GmbH
brianbaker
Newbie

Posts: 24

 « Reply #2 on: May 10, 2009, 07:31:04 AM »

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?
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Ingo Mierswa
Administrator
Hero Member

Posts: 1221

 « Reply #3 on: May 12, 2009, 10:10:30 AM »

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
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brianbaker
Newbie

Posts: 24

 « Reply #4 on: May 12, 2009, 05:19:37 PM »

Thank you.  That is very helpful to know.
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robbCM89
Newbie

Posts: 1

 « Reply #5 on: January 09, 2014, 08:21:08 PM »

Hi
Then, what is the difference between nominal, polynominal and binominal? If the nominal type is polynominal or binominal, why exists the nominal type?
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Marius
Administrator
Hero Member

Posts: 1724

 « Reply #6 on: January 14, 2014, 03:58:41 PM »

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
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