in a given dataset

USAGE SUMMARY

The phrase "in a given dataset" is correct and usable in written English.
You can use it when referring to a specific dataset that has been defined or mentioned previously in your text. Example: "The analysis revealed several trends in a given dataset that were not previously identified."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

Furthermore, quantitatively assessing the imaging conditions for each image in a given dataset is not feasible.

Computer Vision and Image Understanding

This latter increases with the number of features in a given dataset.

Data Science and Engineering

EDA techniques help in highlighting important characteristics in a given dataset (Tukey 1977).

Complex Adaptive Systems Modeling

For example, if the distortion in a given dataset is proven to be solely caused by the site gain, only gain correction is required.

Earth, Planets and Space

In fact, the main principle of the Pairwise Recommendation [9] algorithm is based on exploiting the relationships among all images in a given dataset.

EURASIP Journal on Image and Video Processing

The algorithm searches for a set of vertices of a convex hull in a given dataset, which are supposed to be pure signatures present in the data.

EURASIP Journal on Advances in Signal Processing

We determine the length of the meeting sequence (c) (i.e., maximum number of user interactions) based on the number of users in a given dataset.

Computational Social Networks

To handle this uncertainty effectively, we introduce a novel input variable selection algorithm, called Wrapper for Quasi Equally Informative Subset Selection (W-QEISS), specifically conceived to identify all alternate subsets of predictors in a given dataset.

Journal of Hydrology

However, identifying the optimal feature subset is an impractical task because all possible feature subsets are 2N, where N is the number of total features in a given dataset.

Pattern Recognition Letters

In fact, the concept of distance becomes less applicable as the number of dimensions grows, since the distance between any two points in a given dataset converges (concentration effects).

Brain Informatics

The development work highlighted that it becomes increasingly difficult to construct a perfect 'black box' algorithm to correctly classify all of the possible situations and unusual/exceptional events in a given dataset.

Urban Rail Transit

Expert writing Tips

Best practice

When using "in a given dataset", ensure the dataset has been clearly defined or previously mentioned in the text to avoid ambiguity. Use it to specify the scope of your analysis or findings.

Common error

Avoid using "in a given dataset" if the dataset hasn't been explicitly identified. Readers may not understand which dataset you're referencing, leading to confusion.

Linguistic Context

The phrase "in a given dataset" functions as a prepositional phrase that modifies a noun or verb, specifying the context or scope of an action or observation. Ludwig AI confirms its grammatical correctness and widespread use.

Expression frequency: Very common

Frequent in

Science

100%

Less common in

News & Media

0%

Formal & Business

0%

Ludwig's WRAP-UP

The phrase "in a given dataset" is a grammatically correct and frequently used prepositional phrase, especially in scientific writing. Ludwig AI confirms its correctness. It serves to contextualize findings and analyses within a specific dataset. While versatile, it's best suited for formal and scientific contexts. To ensure clarity, always define the dataset being referenced. Alternatives include "within a specified dataset" or "in a particular dataset". Its high frequency underscores its importance in accurately delimiting research scopes.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

within a specified dataset

This alternative uses 'specified' to emphasize a pre-defined dataset, adding a layer of precision.

in a particular dataset

Swaps 'given' for 'particular', emphasizing a specific instance of a dataset.

for a certain dataset

Uses 'certain' to highlight that the dataset is known or determined.

regarding a specific dataset

Shifts the focus to 'regarding', framing the dataset as the topic of consideration.

concerning a provided dataset

Replaces 'given' with 'provided', suggesting the dataset was supplied or made available.

using a designated dataset

Emphasizes the act of using a dataset that has been specifically chosen or marked.

across a selected dataset

This option presents the dataset as a landscape across which something is being analyzed.

inside a defined dataset

Uses 'inside' to indicate a location or containment within the dataset.

through a studied dataset

Frames the dataset as an object of study or analysis.

on a pre-existing dataset

Highlights the dataset's prior existence or availability before the analysis.

FAQs

How to use "in a given dataset" in a sentence?

Use "in a given dataset" to specify the scope of your analysis or findings. For example, "The correlation was observed in a given dataset of patient records."

What can I say instead of "in a given dataset"?

You can use alternatives like "within a specified dataset", "in a particular dataset", or "for a certain dataset" depending on the context.

Is it correct to say "within a dataset" instead of "in a given dataset"?

Yes, "within a dataset" is grammatically correct and often interchangeable. However, "in a given dataset" often implies the dataset is predetermined or previously discussed.

What's the difference between "in a given dataset" and "across datasets"?

"In a given dataset" refers to analysis confined to a single dataset. "Across datasets" implies comparative analysis involving multiple datasets.