misclassification

USAGE SUMMARY

The word 'misclassification' is correct and usable in written English.
You can use it to refer to something being incorrectly classified based on certain characteristics. For example, "The misclassification of workers as independent contractors can lead to unintended consequences."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

58 human-written examples

Misclassification rates were also determined.

Plosone

When these data were adjusted for misclassification, by using a recently described formula [17], the adjusted BED estimates were lower.

Plosone

To minimize false-positive misclassification of the TST results due to BCG vaccination, we used 10 mm as our criterion for a positive TST [8].

Plosone

Another reason why misclassification could increase with time since infection would be if the individuals with fully developed immune-responses that are misclassified as recent live for longer than others.

Plosone

We have not directly considered the use anti-retroviral treatment in the model, which can also lead to misclassification.

Plosone

The relationship between misclassification and time since infection could be directly observed by applying the BED assay (and other similar assays) to sera collected from individuals with known durations of infection ranging from 0 to 20 years.

Plosone

However, we also find that if the chance of misclassification by the test increases for those with very advanced infections, then this quantity will vary by place, over time and across age-groups.

Plosone

Misclassification rates were 23%, 29% and 20% for FA, the SRF, and the combined models, respectively.

Plosone

This approach minimizes misclassification of controls (ie men with undiagnosed prostate cancer or at increased risk of prostate cancer).

Plosone

As shown in Figure 2, misclassification of subtype 1a strains into subtype 1b in one or both assays was related to the presence of natural polymorphisms at nucleotide positions 204 and 243, both of which are located within the sequence of an INNO-LiPA HCV 1.0 probe.

Plosone

A Malawian study of 76 clinical ART failure cases showed that extrapulmonary TB and Kaposi's sarcoma were the most common conditions causing misclassification compared to virologic failure gold standard, but these factors were not significant in multivariable analysis [45].

Plosone

Expert writing Tips

Best practice

When discussing the results of a classification process, clearly state the "misclassification" rate to quantify the error.

Common error

Avoid using "misclassification" when you actually mean "misspecification". "Misclassification" refers to errors in assigning categories, while "misspecification" refers to errors in defining the model or variables themselves.

Linguistic Context

The primary grammatical function of "misclassification" is as a noun, often functioning as the subject or object of a sentence. As Ludwig AI explains, it refers to the act or process of classifying something incorrectly. The provided examples in Ludwig demonstrate its usage in describing errors within various models and studies.

Expression frequency: Very common

Frequent in

Science

100%

Less common in

News & Media

0%

Formal & Business

0%

Academia

0%

Ludwig's WRAP-UP

In summary, "misclassification" is a noun that refers to the act of incorrectly categorizing something. As Ludwig AI reports, this term is grammatically correct and commonly used in scientific and academic contexts. It is crucial to quantify and minimize "misclassification" errors to ensure the reliability of research findings. Alternatives such as "incorrect classification" or "erroneous categorization" can be used. Remember to differentiate it from similar terms like "misspecification". By understanding the nuances of "misclassification", writers can improve the precision and accuracy of their work.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

incorrect classification

This alternative uses more explicit language to convey the error in classification.

erroneous categorization

This phrase swaps classification for categorization and replaces "mis-" with "erroneous", emphasizing the error.

false classification

This phrase utilizes the adjective "false" to describe the classification error.

improper categorization

This alternative uses "improper" to describe that the categorization was not done correctly.

wrongly classified

This is a verb phrase that focuses on the act of classifying incorrectly.

inaccurate assignment

This phrase replaces classification with "assignment", highlighting the inaccurate placement of something.

mistaken identification

This alternative focuses on the incorrect identification or recognition of something.

faulty assessment

This phrase suggests an error in evaluating or judging something leading to an incorrect classification.

classification error

This is a more general term for an error that happened in the classification process.

mislabeling

This term is used when labels are incorrectly attached to something during classification.

FAQs

What does "misclassification" mean?

"Misclassification" refers to the act of incorrectly assigning something to a category or class. It implies an error in the process of classification.

How can I use "misclassification" in a sentence?

You can use "misclassification" in sentences like, "The study aimed to reduce the "misclassification" of patients with similar symptoms".

What are some alternatives to "misclassification"?

Alternatives to "misclassification" include "incorrect classification", "erroneous categorization", or "false classification".

How does "misclassification" affect data analysis?

"Misclassification" can lead to biased results and inaccurate conclusions in data analysis. It's important to account for and minimize "misclassification" errors to ensure reliable outcomes.