ease of interpretability

USAGE SUMMARY

The phrase "ease of interpretability" is correct and usable in written English.
It can be used when discussing how easily something can be understood or interpreted, often in contexts like data analysis, machine learning, or communication. Example: "The model was chosen for its ease of interpretability, allowing users to understand the decision-making process behind its predictions."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

10 human-written examples

The concept of "worst pain," as assessed by item 3 of the BPI-sf, was explored in several sections of the cognitive interview and in relation to the assessment of the ease of interpretability and usability of the electronic version of the BPI-sf.

Journal of Patient-Reported Outcomes

However, for ease of interpretability and visualization, we discuss the results of the analysis using only the maximum intensity probe per gene.

Plosone

In all of the correlation tables, we report correlations with the Torrance total score for ease of interpretability.

Behavior Research Methods

The optimal method should balance validity, ease of interpretability for readers, and analysis expertise of the research team.

BMC Medical Research Methodology

The major advantage of C&RT is its ease of interpretability – it reflects how many decisions are made.

British Journal of Cancer

For ease of interpretability, in addition to ORs and 95% confidence intervals (CI), we present risks calculated from multivariable-adjusted predicted prevalences for representative subgroups.

BMC Pregnancy and Childbirth

Human-verified similar examples from authoritative sources

Similar Expressions

50 human-written examples

The methods are compared with respect to accuracy, efficiency, ease-of-use, robustness, and interpretability.

Applied Energy

Due to ease of use and interpretability, most spatial studies use fixed neighbourhoods.

Ecological Processes

However, these methods do provide some important advantages over the nonparametric alternatives, such as estimation of population parameters, adjustment for covariates, and ease of use and interpretability.

Plosone

Advantages of using MPR measure include the ease of calculation and interpretability [ 23].

BioMed Research International

These five categories were later reduced to three for ease of analysis and interpretability.

BMC Ecology

Expert writing Tips

Best practice

When using "ease of interpretability", ensure that you are specifically addressing how easily a concept or result can be understood by a particular audience. Tailor your language to match their level of expertise.

Common error

Avoid claiming something has "ease of interpretability" without providing specific examples or evidence of why it is easy to understand. Always provide context or explanations to support your claim.

Linguistic Context

The phrase "ease of interpretability" functions as a noun phrase that describes a quality or characteristic. It is often used to evaluate the effectiveness of a method, model, or representation in terms of how easily it can be understood. As Ludwig AI points out, this is deemed grammatically correct and frequently used.

Expression frequency: Uncommon

Frequent in

Science

70%

Formal & Business

15%

News & Media

5%

Less common in

Encyclopedias

3%

Wiki

3%

Social Media

1%

Ludwig's WRAP-UP

The phrase "ease of interpretability" refers to how readily something can be understood or interpreted. Ludwig AI confirms it is grammatically correct and usable in written English, particularly in contexts like data analysis and machine learning. While not extremely common, its frequency is notable in scientific and formal settings. When using the phrase, it's essential to provide context and avoid overstating the interpretability without evidence. Alternatives such as "clarity of interpretation" and "simplicity of understanding" can be used to add nuance. Emphasizing the reasons why something is easily understood enhances the overall clarity and impact of your writing.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

ease of comprehension

Mirrors the original phrase but replaces "interpretability" with "comprehension".

simplicity of understanding

Focuses on the simplicity aspect, emphasizing straightforward comprehension.

clarity of interpretation

Highlights the clarity aspect, indicating how clearly something can be interpreted.

straightforwardness of understanding

Emphasizes the straightforward nature of the understanding process.

understandability

A more concise term that refers to the quality of being easily understood.

accessibility of interpretation

Focuses on how accessible the interpretation is to a broad audience.

transparency of meaning

Emphasizes the transparency, suggesting the meaning is clear and easily seen.

legibility of analysis

Highlights how readable and understandable the analysis is.

comprehensibility

A formal term indicating the capacity to be understood fully.

lucidity of explanation

Focuses on the lucidity of the explanation, indicating clarity and easy understanding.

FAQs

How can I improve the "ease of interpretability" of my data analysis?

Simplify your visualizations, use clear and concise language, and provide thorough explanations of your methods. Consider using "simplicity of understanding" as a guide.

What is the difference between "ease of interpretability" and "understandability"?

"Ease of interpretability" focuses on how readily something can be interpreted or understood, while "understandability" refers to the quality of being easily understood in general. The former often implies a process of making sense of something, while the latter suggests inherent clarity.

In what contexts is "ease of interpretability" most important?

It is particularly important in scientific research, data analysis, and machine learning, where complex information needs to be communicated clearly to a diverse audience. Consider also in legal contexts and medical reporting.

Are there alternatives to using the phrase "ease of interpretability"?

Yes, you can use phrases like "clarity of interpretation", "simplicity of understanding", or "accessibility of interpretation", depending on the specific nuance you want to convey.