for the same data

USAGE SUMMARY

The phrase "for the same data" is correct and usable in written English.
It can be used when discussing consistency or comparison regarding a specific set of data in various contexts, such as research or analysis. Example: "The results were consistent for the same data across different experiments."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

We compare our performance with the surface normal overlap (SNO) method for the same data.

Medical Image Analysis

The results are also tabulated for exact solutions using LINDO software for the same data sets.

Journal of Industrial Engineering International

We can see that the runtime for SUBSCALE is less than INSCY for the same data.

Journal of Big Data

Upper panel: Information gain (posterior probability of guilt − base rate) for the same data.

Cognitive Research: Principles and Implications

In Figure 13, we also show MUSHRA test results for expert listeners for the same data.

EURASIP Journal on Audio, Speech, and Music Processing

Figure 8 also includes the fit of the selected model ENET for the same data split.

Journal of Cheminformatics

For the same data, different users can define different reducts and obtain their interested results according to their applications.

Knowledge-Based Systems

The Random Forest (RF) and kNN models for the same data are shown in Figure 6 and Table 1.

Chemistry Central Journal

If many sources provide the same values for the same data items, the set of sources is consistent.

Data Science and Engineering

In the survey, this new technique has been compared with more conventional presentation methods for the same data set.

Journal of Experimental Orthopaedics

For the same data set, Chopra et al. [10] have proposed a unsupervised feature extraction technique by a sparse autoencoder.

Complex & Intelligent Systems

Expert writing Tips

Best practice

When comparing results across different methods or models, explicitly state that you are using "for the same data" to ensure clarity and prevent misinterpretations.

Common error

Avoid assuming that "for the same data" implies identical preprocessing steps. Always clarify if the data underwent the same cleaning, transformation, or normalization processes.

Linguistic Context

The phrase "for the same data" functions as a prepositional phrase, typically modifying a verb or noun. It indicates that a particular action, analysis, or comparison is performed using an identical set of data points. Ludwig confirms its correct usage in English.

Expression frequency: Very common

Frequent in

Science

94%

News & Media

3%

Formal & Business

3%

Less common in

Academia

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "for the same data" is a prepositional phrase used to emphasize that different methods or analyses are applied to an identical dataset, ensuring a fair comparison. Ludwig AI confirms its correctness and frequent usage, particularly in formal and scientific contexts. While the phrase is generally straightforward, remember to clarify whether the data preprocessing steps are also consistent across comparisons. Alternatives include "using identical data" or "with the same dataset", depending on the desired level of specificity. As evidenced by Ludwig, the phrase is commonly found in reputable sources such as ScienceDirect and BioMed Central.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

using identical data

Replaces "same" with "identical", emphasizing the exact match of the data.

with the same dataset

Substitutes "data" with "dataset", specifying the collection of data.

on the same information

Replaces "data" with "information", focusing on the content's aspect.

applying the same data

Uses "applying" to emphasize the action of using the data.

utilizing the same data

Employs "utilizing" to highlight the practical use of the data.

employing the same data

Uses "employing" as a more formal synonym for using.

based on the same data

Shifts focus to the foundation the analysis or conclusion is built upon.

analyzing the same data

Highlights the analytical process applied to the data.

for equivalent data

Emphasizes that the data are functionally equal, though not necessarily identical.

with the data being constant

Focuses on the unvarying nature of the data across different applications.

FAQs

How can I rephrase "for the same data" to avoid repetition?

You can use alternatives such as "using identical data", "with the same dataset", or "on the same information" depending on the context.

When is it appropriate to use "for the same data" in a research paper?

Use "for the same data" when you want to emphasize that different methods or models are being applied to an identical set of inputs, ensuring a fair comparison. For example, "We compared the results of the two algorithms for the same data to assess their relative performance."

Is "for the same data set" interchangeable with "for the same data"?

Yes, "for the same data set" is generally interchangeable with "for the same data", but the former is more specific, implying that the data is a structured collection. The choice depends on whether you need to emphasize the structured nature of the data.

What does "for the same data" imply about the experimental setup?

The phrase "for the same data" implies that the conditions under which the data was collected or generated remain constant, allowing for a direct comparison of different analyses or models. Any changes in these conditions would need to be explicitly stated.