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Justyna Jupowicz-Kozak quote

Justyna Jupowicz-Kozak

CEO of Professional Science Editing for Scientists @ prosciediting.com

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classifications showed that

Grammar usage guide and real-world examples

USAGE SUMMARY

The phrase "classifications showed that" is correct and usable in written English.
It can be used when discussing the results or findings of a study or analysis that involved categorizing data or information. Example: "The classifications showed that there is a significant correlation between the variables studied."

✓ Grammatically correct

Science

Encyclopedias

News & Media

Human-verified examples from authoritative sources

Exact Expressions

3 human-written examples

Further functional classifications showed that most of these phosphoproteins were involved in binding and catalytic activity.

Taken together, the comparison between the PBC and the miFam classifications showed that most of the families were consistent.

Functional classifications showed that large proportions of the labeled proteins were of unknown function in both overlapping and non-overlapping sub-sets.

Human-verified similar examples from authoritative sources

Similar Expressions

57 human-written examples

Supervised classifications show that from 1984 to 2013 soil sealing in the municipality of Madrid and its surroundings has risen from almost 15% to 24%, an increase of 9%.

Science

Geoderma

The latest classifications show that this subfamily is the most basal lineage among the legumes and the one from which the other two subfamilies evolved.

A comparison of the overall classification accuracies for 1999 and 2006 of the pixel-based (0.74 and 0.81), object-based (0.77 and 0.71) and combined (0.88 and 0.87) classifications shows that the combination method produces the best results.

Looking at the diameter distributions of the sample plots of national forest inventories instead of subjective classifications, shows that there is plenty of advance regeneration in Finnish forests.

The GO classifications show that 253 out of 495 genes, in clusters 3 and 11 combined, are classified as belonging to metabolic processes (Additional file 2: Figure S1).

Note that the accuracy increases as we test a more specific subset of resource name classifications, showing that the filtering steps we used during network generation removed the majority of the incorrectly categorized instances.

Predicted functions based upon gene ontology classifications show that the transcriptomes of field plants were enriched by the differential expression of light- and stress-related genes, an observation consistent with the habitat where the plants were found.

Image classification showed that savannahs/shrubs are the most widespread vegetation types (54.4%) while forestlands and woodlands cover 10.4% and 26.4% of the total area, respectively.

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Expert writing Tips

Best practice

When using "classifications showed that", ensure the classifications are clearly defined and the connection to the results is explicit. This improves clarity and credibility.

Common error

Avoid implying a causal relationship solely based on classifications. While classifications can reveal patterns, further analysis is needed to establish causation.

Antonio Rotolo, PhD - Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Antonio Rotolo, PhD

Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Source & Trust

84%

Authority and reliability

4.1/5

Expert rating

Real-world application tested

Linguistic Context

The phrase "classifications showed that" functions as a reporting clause, introducing a finding or result that has been derived from a process of categorization. As Ludwig AI validates, it's appropriate for presenting categorized data.

Expression frequency: Rare

Frequent in

Science

66%

Encyclopedias

17%

News & Media

17%

Less common in

Formal & Business

0%

Social Media

0%

Reference

0%

Ludwig's WRAP-UP

In summary, "classifications showed that" is a grammatically sound phrase used to introduce findings derived from categorized data. As Ludwig AI confirms, it works well in presenting evidence or analytical results, especially within formal, scientific or academic contexts. Pay attention to the subtle semantic differences between the suggested alternatives to ensure the most relevant meaning and improve your writing.

FAQs

How can I use "classifications showed that" in a sentence?

Use "classifications showed that" to introduce findings derived from categorizing data. For example, "The classifications showed that a majority of participants preferred option A."

What are some alternatives to "classifications showed that"?

Alternatives include "categorizations indicated that", "groupings revealed that", or "analyses demonstrated that". Consider the specific context to choose the most appropriate alternative. For example, using "analyses demonstrated that" may imply a more in-depth investigation.

Is it better to say "classifications showed that" or "the data showed that"?

While both are correct, "classifications showed that" specifies that the data was categorized before analysis, whereas "the data showed that" is more general. Using "the data showed that" is preferable if no classification was performed.

What's the difference between "classifications showed that" and "classifications indicated that"?

"Showed" implies a more direct and conclusive demonstration, while "indicated" suggests a trend or direction. "Classifications "indicated that"" implies that further investigation may be needed.

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Source & Trust

84%

Authority and reliability

4.1/5

Expert rating

Real-world application tested

Most frequent sentences: