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The CheS-Mapper application distinguishes between numerical and nominal features.
This type of information represents nominal features and enables the use of simple similarity functions.
For SVMs, nominal features are transformed to "binary numeric" using Weka's standard filter NominalToBinary [22, 24].
This generates 97 nominal features with a minimum frequency of 10.
The hashing step is also useful to obtain nominal features for fast comparisons.
Highlighting of nominal features assigns a distinct color to each value.
Similar(38)
These pieces were also linked in juxtaposing different cultural elements, East and West, a hallmark of Mr. Zhou's music (which here also alluded to Japan) and certainly at least a nominal feature of the Bartok.
A χ2-test is exercised for nominal feature values [37].
For example, most problems use data vectors with discrete, real-valued and nominal feature values.
Additionally, the numeric or nominal feature value of each compound can be labeled explicitly: the feature value is written next to each compound or cluster.
A nominal feature is a feature f with a finite set of possible values like f ∈ {red, green, blue} or, convenient for chemical graphs, f ∈ {pattern included, pattern not included}.
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