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Imposing data completeness criteria, e.g., requiring that each 24-hr prediction have complete (or nearly complete) data, partially addresses this problem for model validation studies, but may perpetuate biases in epidemiological studies since exposure estimates for those days with potentially the highest concentrations are more likely to be omitted.
One of the most frequently discussed is determining the completeness criteria of the verification.
The decision tree induction and broader relation types meet the uniqueness and completeness criteria.
The first metric defined as the completeness criteria is the fraction of molecules for which any conformation was generated.
Therefore, the effective number of galaxies which satisfied the completeness criteria was reduced to 3567, and these were used for our analysis.
This semantic relation system has 13 middle-level classes and 24 fine-grained sub-classes in contrast to conventional complex classification schemes and meets the uniqueness and completeness criteria of semantic relation identification.
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To state a few relations, the completeness criterion refers to CBR counterpart 'missing values'.
We made some concessions regarding completeness (criterion 4), as, for instance, information on Argentinian and Brazilian athletes who participated in earlier editions is relatively incomplete.
To meet the completeness criterion, we have tried to identify as many semantic relations as possible that CPCs may have and we define the relation of elaboration and addition rather flexible and inclusive, which makes the completeness criterion easier to be achieved.
In addition, the completeness criterion is met for the decision tree end nodes, that is, elaboration and addition are sufficient to include a broader range of fine-grained minor semantic relations proposed by other systems.
Therefore, in designing a semantic relation system for CPCs, we encounter the following problems: How many relations are needed to meet the completeness criterion, that is, are all semantic relations between CPCs covered by the proposed classification system?
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