model percentage

USAGE SUMMARY

The phrase "model percentage" is correct and usable in written English.
It can be used in contexts where you are discussing a percentage that represents a model or standard for comparison, such as in statistics or data analysis. Example: "The model percentage for this demographic is 25%, which we will use as a benchmark for our study."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

7 human-written examples

Fig. 6 Planar model: percentage capacitance change against liquid layer thickness for 11-mm plate-casing separation.

Mathematics-in-Industry Case Studies

In the third model, percentage of daily calories consumed at dinner significantly predicted HbA1c (B = 0.0018, P = 0.005).

Diabetes Care

Results were reproducible and trustworthy as LOOCV showed stability of the model: percentage of well-classified hospitals is a good tool to appraise validity of statistical models.

BMJ Open

Other GenBank sequences included for comparison are listed in Table 2. Pairwise genetic distances were calculated by using the p distance model; percentage sequence identities were calculated by subtracting the genetic distances from 1.0 and multiplying by 100.

Emerging Infectious Diseases

To avoid collinearity and create a more robust model, poverty rate was dropped from the final multivariable regression model; percentage of teaching hospitals was dichotomized, assigning a value of 1 to states with 5% or more teaching hospitals.

BMC Health Services Research

In a regression model, percentage intramuscular fat was significantly associated with step count (β coefficient± se -258±121, p = 0.04) and PAL (β± se -0.02±0.01, p = 0.007) independent of age, MTCSA and QMVC, but not TLCO % pred.

European Respiratory Journal

Human-verified similar examples from authoritative sources

Similar Expressions

53 human-written examples

Logistic regression was also used to model the percentage fitness change status and was inserted into the model as percentage fitness change quartiles.

Diabetes, Metabolic Syndrome and Obesity: Targets and Therapy

In the ROC curve, the sensitivity of the model (the percentage of boreholes pixels correctly predicted by the model) is plotted against 1-specificity (the percentage of predicted boreholes pixel over the total).

Applied Water Science

Even in Marist's more optimistic Latino turnout model, the percentage they make up of the electorate falls from a registered to likely voter sample.

The Guardian - Opinion

Fig. 2 Model preference (percentage of all TACs ≥ 5 mL) per selection criterion for the six brain PET radiotracers Fig. 3 Model preference (percentage of all TACs < 5 mL) per selection criterion for the six brain PET radiotracers.

EJNMMI Physics

Fig. 1 Model preference (percentage of all TACs) per selection criterion for the six brain PET radiotracers.

EJNMMI Physics

Expert writing Tips

Best practice

When reporting results from statistical models, clearly define what the "model percentage" represents. Is it a predicted value, an observed proportion, or a parameter estimate?

Common error

Avoid using "model percentage" without specifying which model it refers to, especially when discussing multiple models. Always provide enough context to prevent confusion.

Linguistic Context

The phrase "model percentage" functions primarily as a noun phrase, often serving as a subject or object in a sentence. Ludwig AI confirms its usability, and examples show it describing a percentage derived from or related to a model.

Expression frequency: Uncommon

Frequent in

Science

75%

News & Media

15%

Formal & Business

10%

Less common in

Academia

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, the phrase "model percentage" refers to a percentage value associated with a model, often in the context of scientific or statistical analysis. Ludwig AI confirms its correctness. Its primary function is to quantify a specific aspect of a model, such as its accuracy, explanatory power, or composition. It's primarily used in formal and scientific contexts, although it also appears in news and media. While grammatically correct, ensure clarity by specifying which model the percentage refers to and what it represents. Alternatives include phrases like "model proportion" or "percentage explained by the model", depending on the specific context.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

model proportion

Replaces "percentage" with "proportion", emphasizing the relative size of a component within the model.

modeled percentage

Changes "model" from a noun to a verb, focusing on the act of modeling a percentage.

percentage in the model

Reorders the phrase to emphasize the location of the percentage within the model.

percentage representation in the model

Adds "representation" to specify that the percentage is a form of representation within the model.

model-derived percentage

Indicates that the percentage is calculated or derived from the model.

percentage predicted by the model

Specifies that the percentage is a prediction made by the model.

modeled rate

Focuses on a rate that is determined by the model.

model allocation percentage

Highlights the percentage of resources or items allocated within the model.

percentage contribution in model

Emphasizes how much a part contributes expressed as percentage.

model's percentage contribution

Expresses how much a part contributes but it focuses on the "model's" perspective.

FAQs

How is a "model percentage" used in data analysis?

A "model percentage" can represent various aspects within a model, such as the proportion of variance explained, the accuracy of predictions, or the contribution of specific factors. For example, in regression analysis, it could refer to the R-squared value, indicating the "percentage of variance explained" by the model.

What does it mean when a model has a high "model percentage"?

A high "model percentage" generally indicates that the model performs well according to a specific metric. For instance, a high percentage of explained variance suggests the model accurately captures the relationships in the data. However, it's essential to consider other factors like model complexity and potential overfitting.

What are some alternatives to using "model percentage"?

Depending on the context, you can use alternatives such as "model proportion", "percentage explained by the model", or "model-derived percentage". The best choice depends on the specific aspect you want to emphasize.

How do I interpret a "model percentage" in a scientific study?

In scientific studies, the interpretation of a "model percentage" depends on the specific model and the metric being used. Always refer to the original study's methodology section to understand how the percentage was calculated and what it represents in the context of the research question. Also, consider confidence intervals and statistical significance.