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"nominal attributes" is a correct and usable phrase in written English
It is typically used when referring to characteristics or qualities of something that are not tangible or measurable. Example: The painting was admired for its intricate details and subtle use of color, but its true value lay in its nominal attributes, such as the artist's emotional connection to the subject.
Exact(24)
Number of nominal attributes (nom) 5.
Mean attribute entropy is the average entropy of all discrete (nominal) attributes.
Those have coped with numerical and nominal attributes in both data sets.
Similarly, the mean attribute Gini is the average Gini index of all nominal attributes.
Finally, the numeric attributes are transformed into the nominal attributes by applying the dicretization schemes.
CFS requires the nominal attributes in a data set to be discretized before calculating the correlation.
Similar(36)
Finally, transforming the numeric attribute to the nominal attribute.
Because a small number of distinct values of a numeric attribute could be ambiguous with the nominal attribute.
In the table, a numeric attribute with no more than two distinct values is regarded as a nominal attribute.
In addition, the distance of a pair in the nominal attribute is set to 1 if the pair has the same value and 0 otherwise.
Under this condition, an abstract property that belongs only to one individual is also a bogus universal even though it is simple and unanalyzable; skyness in the sky is bogus because it is only a nominal attribute.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com