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A numerical attribute is generated for each word stem that is not in the list of stopwords and occurs at least ten times in one class.
Dynamic Generating k-anonymous Blocks We suppose (A_N) (numerical attribute) is selected to be the blocking key; then, we form blocks on the databases of (P_{1}), (P_{2}),..., and (P_{p}) ((pge 2)), respectively.
The methods based on the first criterion can extract facts with no dimensions, and those based only on the cardinality may extract a fact with no numerical attribute (assuming the count as a default measure).
L is a finite set of levels, each level l (in ) L defined on a categorical domain Dom(l); H = (h_{1}),..., (h_{n}) is a restricted set of hierarchies, each characterized by: (i) a subset (L_{i}) (subseteq ) L of levels (all (L_{i}))'s are disjoint; (ii) a rollup total order > (L_{i}) of level ((L_{i})); M is a limited set of measures, each defined on a numerical attribute.
Mean ± standard deviation is given for each numerical attribute.
Coloring is based on a numerical attribute of each node, usually similarity.
Similar(49)
Because real datasets are always a combination of numeric and nominal vales, for an algorithm that only takes nominal data, numerical attributes need to be discretized into nominal attributes before the learning algorithm.
The number of attributes is equals to 24 numerical attributes.
The numerical attributes represent the blocks more accurately and flexibly with varying k.
In information systems, there may exist multiple different types of attributes like categorical attributes, numerical attributes, set-valued attributes, interval-valued attributes, missing attributes, etc.
We start from the original set of N examples described by nominal and numerical attributes that may contain unknown values.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com