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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com
attribute label
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "attribute label" is correct and usable in written English.
It can be used in contexts related to data, programming, or any field where specific characteristics or identifiers are assigned to items or variables. Example: "In the dataset, each entry is accompanied by an attribute label that describes its category."
✓ Grammatically correct
Data Science and Engineering
WikiHow
IPSJ Transactions on Computer Vision and Applications
Journal of Big Data
BMC Medical Informatics and Decision Making
BMC Genomics
The New York Times
Visualization in Engineering
Journal of Applied Logic
EURASIP Journal on Image and Video Processing
BMC Health Services Research
Cognition and Emotion
BMC Genomics
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Human-verified examples from authoritative sources
Exact Expressions
2 human-written examples
The other three features are related to consistency between two adjacent lines as the lines in similar styles are likely to have the same attribute label.
Science
sys_log_eve_adv_settings Which is the Heading String, sys_log_eve_oemeventfilteringenable which is the Attribute Label & btn_retSystemEventLog Return to "Previous Page" must be added to res_en.txt The Correct Function name for Dependency Check must be updated The Fieldlist ID name(s) OemEventFilteringEnabled should be updated NOTE: Hence all the necessary additions to res_en.txt should be made.
Wiki
Human-verified similar examples from authoritative sources
Similar Expressions
58 human-written examples
Images missing valid attribute labels were not used in these experiments.
Engaging such preprocessing procedures, we obtain very large groups of images that include valid attribute labels.
N is the sample size, which is 158,850, corresponding to all test images with valid attribute labels.
Attribute labels, as opposed to being discrete numbers as in vessel type labels or IMO number labels, are continuous and might be unique for each vessel.
Next, we convert all attribute labels to metric unit system to account for the presence of some labels in an imperial system.
In Fig. 2, "latitude" and "longitude", the two properties in the concept Feed, correspond directly to the flat attributes of the embedded object labeled "location" in Fig. 2a, but correspond indirectly to the flat attribute labeled "geo" in Fig. 2b.
Science
The fact that SemMatcher is also linguistics-based suggests that, for social and public datasets, by providing proper schema-level linguistic information (e.g., meaningful attribute labels), schema matching may achieve a better precision.
Science
As another experiment, we quantize the attribute labels and relabel and assign the images in IMO training set accordingly to 20 distinct classes such that each class has equivalent number of examples for a balanced training.
The combination must be specified in the provided text field as a comma‐separated list of attribute labels.
Expert writing Tips
Best practice
When using "attribute label", ensure it clearly identifies the nature and purpose of the data it describes. Consider the audience and context to determine the appropriate level of technical detail.
Common error
Avoid using "attribute label" as a generic term for all data identifiers. Be specific about the type of attribute and its relevance to the data.
Source & Trust
78%
Authority and reliability
3.8/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "attribute label" functions as a noun phrase, identifying a descriptor or tag associated with a specific characteristic or property within a dataset or system. Ludwig AI validates its correct and usable English form.
Frequent in
Science
60%
News & Media
20%
Formal & Business
10%
Less common in
Academia
5%
Wiki
3%
Reference
2%
Ludwig's WRAP-UP
In summary, "attribute label" is a noun phrase used to identify a descriptor for a specific characteristic in a dataset or system. Ludwig AI confirms its correctness, although its usage is relatively rare. Predominantly found in scientific and formal contexts, it serves to categorize and define data elements. When writing, prioritize clarity and precision in defining attributes. For alternatives, consider "feature descriptor", "data property tag", or "variable identifier" depending on the specific context.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
feature descriptor
Focuses on the descriptive aspect of an attribute.
data property tag
Emphasizes the role of the attribute as a tag for data.
characteristic marker
Highlights the attribute as a marker of a specific characteristic.
variable identifier
Refers to the attribute as an identifier of a variable.
element descriptor
Focuses on the descriptive nature of an element's attribute.
data field tag
Emphasizes the tagging aspect of the attribute within a data field.
property identifier
Identifies the attribute as an identifier of a specific property.
metadata tag
Highlights the attribute as a tag within metadata.
data category
Focuses on the categorization function of the attribute.
field descriptor
Highlights the descriptive aspect of a field's attribute.
FAQs
How is "attribute label" used in data science?
In data science, an "attribute label" is used to identify and describe a specific feature or characteristic of a dataset. These labels are crucial for understanding and interpreting the data, as they provide context for each column or variable. For example, in a dataset of customer information, "age", "gender", and "purchase history" could be attribute labels.
What are some alternatives to "attribute label"?
Depending on the context, you can use alternatives such as "feature descriptor", "data property tag", or "variable identifier". The best choice depends on the specific meaning you want to convey.
Is there a difference between an "attribute label" and a metadata tag?
While both serve to provide information about data, an "attribute label" typically refers to a specific characteristic within a dataset, whereas a "metadata tag" provides more general information about the data itself, such as its source, creation date, or format.
How do I create effective "attribute labels"?
Effective "attribute labels" should be concise, descriptive, and unambiguous. They should clearly indicate what the attribute represents, using terminology that is understandable to the intended audience. Avoid using abbreviations or jargon that may not be universally recognized.
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Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
78%
Authority and reliability
3.8/5
Expert rating
Real-world application tested