The phrase "an assignment of data" is correct and usable in written English.
It can be used in contexts related to data management, information transfer, or academic tasks involving data analysis.
Example: "The researcher submitted an assignment of data to the committee for review."
Alternatives: "a transfer of data" or "a data allocation".
As a self-organizing algorithm, SPE starts with an initial assignment of data points to coordinates and carries out iterative pairwise refinement steps by adjusting randomly selected pairs of coordinates to better approximate the corresponding dissimilarity values.
Such a study design would also avoid the present division of users and non-users merely according to their own declaration, as this step does not guarantee a correct assignment of data to the test and control group, respectively.
In this case, the latent variables Z characterize which one of the mixture components is responsible for each point in the dataset, effectively making a 'hard' assignment of data points to mixture components, rather than the probabilistic weightings used by the EM algorithm.
Having a better measure of the actual land occupied by a zone will improve the disaggregation and assignment of data such as trip-ends to cells.
The 1D-SOM supporthethe search for relevant metabolites in two aspects: First, according to the assignment of data vectors to certain array positions, a "pre-clustering" of the data facilitates the analysis of large and noisy data sets.
Lastly, while our current work is limited to retrospective assignment of data to clusters, future work should include developing a single score that indicates both the patient's current state and their likelihood of dying during their hospital stay.
Further on, the assignment of data symbols to specific sub-carriers is described by the sub-carrier mapping matrix with the entry.
As an important notation, K-means clustering algorithm may be stopped at the middle iterations due to convergence issues posed by improper initial random assignment of data points to the clusters.
In addition, the results of NMF-based methods directly provide information regarding the assignment of data to clusters/communities. Given the vast amounts of nonnegative data available for extracting critical information, the NMF has found a wealth of applications in such domains as image, text, and chemical data processing.
Even when parts of the array are stored in the SPM and the rest of it in the off-chip memory, the sizes of the storage windows can still be computed, since the assignment of data to the memory layers is done at the level of lattices (as explained in Section 3).
