Exact(2)
Based on the experiments, the authors have observed that each of the identifiers have their own advantages and disadvantages.
To evaluate methods for linking data with different characteristics, we generated a second "admissions" file of 10,000 records by randomly sampling 10,000 values for each of the identifiers in the original PICANet data.
Similar(58)
For linked records (true or false matches), there were 81 possible outcomes of each of the four identifiers being the same as each other, different from each other, or missing (since there were four identifiers and three possible outcomes; 3=81).
Each chemical gene interaction in the CTD consists of the identifiers of the participants and the type of interaction.
The Gene column consists of gene identifiers while the Gene name identifies the name of each of the gene identifier.
Since each of these identifiers is dereferenceable via the http protocol, they can be requested from a web server and information about the class returned as user-friendly content.
identifier pattern Regular expression of the identifiers used by this data type.
The number of records with suppression on each of the quasi-identifiers for the geographic and clinical PUMF files (extent of missingness) are shown.
Table 3 includes the MaxCombs values for each of the quasi-identifier models in our example, as well as the response variables for the logistic regression models.
Generalization is an optimization problem whereby the algorithm tries to find the optimal generalization for each of the quasi-identifiers that will ensure that the probability of re-identification is at or below the required threshold, the percentage of records flagged for suppression is below MaxSup, and information loss is minimized.
In each iteration, the identifiers of the previous iteration are used as atom identifiers.
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