The phrase "a particular dataset" is correct and usable in written English.
It can be used when referring to a specific set of data that is being discussed or analyzed.
Example: "In this study, we will focus on a particular dataset that contains information about climate change over the last decade."
Alternatives: "a specific dataset" or "a certain dataset".
Like it or not, the primary beneficiary of research funding is the researcher, who has managed to deepen their understanding by working on a particular dataset.
This approach generates the learner for a particular dataset.
We consider disclosure on a particular dataset, and also whether a schema admits a dataset on which disclosure occurs.
For example, queries that enforce the mutual exclusion rule on selected attribute values can be written for a particular dataset.
The most important aspect of MONA is that the primaryobjects handled are molecules, not their occurrences in a particular dataset.
The model selection behaviour of a particular dataset could only be discerned upon performing the repeated cross-validation.
However, few studies have formally evaluated whether vector-borne disease models can properly estimate the parameters of interest given the constraints of a particular dataset.
It can be argued that since our model is trained on a particular dataset, it is biased towards binding sites in this dataset.
This means that identifying the appropriate method along with parameter settings for a particular dataset is challenging and requires multiple testing.
The trained neural network is also tested on twenty real-world benchmark datasets, where the proposed approach also provides two alternate visualizations, in addition to the most suitable one, for a particular dataset.
We present a Bayesian variable selection method for the setting in which the number of independent variables or predictors in a particular dataset is much larger than the available sample size.
