The phrase "a certain dataset" is correct and usable in written English.
It can be used when referring to a specific dataset that is not named or when the exact dataset is not important to the context.
Example: "In our analysis, we focused on a certain dataset that provided insights into user behavior."
Alternatives: "a specific dataset" or "a particular dataset".
If AP has difficulty with a certain dataset, the duty scientist may be able to nudge the pipeline processing.
However, most published articles have applied a certain technique to a certain dataset, and recently several researchers compared these techniques based on several public datasets.
We first used a grid search to explore the parameter space of every method and determine their most optimal parameters given a certain dataset and module definition, which resulted in a training scores.
Algorithms that excel in a certain dataset may perform poorly in others (i.e., the no free-lunch theorem [9]).
The teacher allows the learners to observe the behavior of generating a hash table using a certain dataset and observe the occurrence of collisions.
Homology can be thought intuitively as the study of the holes in all dimensions of a certain dataset, and then implicitly of its shape.
We do not, a priori, know whether or not a certain external dataset will improve performance.
For example, certain dataset may be more suited for detection of susceptibility variants, while applying to single gene disorders, training set from known causal mutation databases such as HumDiv, OMIM or HGMD [ 25] may work better.
The ISPS Data Archive, at its sole discretion, may provide you with a password to access certain datasets, provided that you complete any required application process and provide accurate information in your application.
However, confounded variables and missing covariates, manifested here by the relatively important effects of stratum and X/Y coordinates, combined with the low resolution of certain datasets, were a limiting factor in improving precision for any of the species estimates and in biologically-based interpretation of models at this spatial scale, particularly for great apes.
Because the nonparametric density estimation clustering method itself selects the number of clusters, it is powerful to cluster certain datasets without a priori model or without information on the number of clusters.
