Combine the F + from all 10 iterations, and regard the data instances in ϕ of which 50% of the F + values are between 1/9 and 2/9 as safe (because the ratio of positive to negative instances in ψ is 5331 681).
For this study, we randomly selected the data instances from the remaining data and labelled as the negative training instances.
Each edge (u, v) between proteins u and v of the composite network is cast as a data instance.
This technique can have quadratic complexity (i.e., in the worst case) since it is founded on the calculation of distances between all data instances [32].
The data between on-premise and the cloud gets siloed, and the cloud data instances themselves get siloed.
In such graph-based algorithms, each vertex of the graph represents a data pattern (data instance) and the edges stand for some relation of similarity between vertices.
Usually, the number of normal data instances is more than the number of anomaly data instances.
The links established between resources can be defined both at instance-level (i.e. between data instances) and at schema-level (i.e. between concepts or properties defined in different vocabularies).
This collision of framings in relation to expectation of effects also speaks to the different kinds of data generated in mixed-method implementation science, for instance, between the data we have generated through modelling (oriented to HIV prevention impact) and that which we have generated through qualitative interviews (which have captured participant perspectives on recovery).
Regulators "will focus on claims where there is a clear link between the data subject and the E.U., for instance where the data subject is a citizen or resident of an E.U. member state," the European privacy body said.
However the WP29 adds that national data protection authorities will be focusing their energy where they see "a clear link between the data subject and the EU, for instance where the data subject is a citizen or resident of an EU Member State".
