The phrase "a specific dataset" is correct and usable in written English.
You can use it when referring to a particular collection of data that is defined or identified for a specific purpose or analysis.
Example: "In this study, we will analyze a specific dataset to draw meaningful conclusions about consumer behavior."
Alternatives: "a particular dataset" or "a defined dataset".
In particular, the value for k is guided by false-positive rate and power analysis experiments specifically tuned for a specific dataset.
Moreover, a number of these ranking methods are customized to deal with a specific dataset, and thus, not necessarily applicable to all DEA problems.
However, the selection of a suitable and effective visualization technique for a specific dataset and a data mining task is not trivial.
In addition, because the EEM parameter set is calculated for a specific dataset of molecules, it provides the highest quality of charges on molecules similar to this dataset.
SenticNet [55] was compared with SentiStrength [11] with a specific dataset related to patient opinions, which could not be made available.
For these reasons, a specific dataset has been developed for this project and will be licensed in the near future for research purposes.
Separately, a more specific dataset of 39 human biologically important proteins, implicated in tumor-associated pathways, were used to study domain assignments.
[ 8- 12] A robust and specific dataset on RPE expression levels from a substantial number of individuals is lacking and a great deal remains unknown with regard to the interindividual expression differences.
As variable compendium data can contextualize behaviour and reveal novel biology that a single condition specific dataset cannot [ 2], it is important to develop a metric appropriate for analysing these diverse data sets.
To find an optimal threshold for the specific dataset, an optimization criterion has to be applied, e.g., P fa(η opt) set to a fixed value.
The analysis is conducted with a unique device model specific dataset from the Finnish market, with monthly mobile handset unit sales from 2003 to 2009 and annual installed bases from 2005 to 2012.
