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The phrase "a model to identify" is correct and usable in written English.
It can be used when discussing a framework or system designed to recognize or categorize something specific.
Example: "We developed a model to identify patterns in consumer behavior that can help improve our marketing strategies."
Alternatives: "a framework for identification" or "a system to recognize".
Exact(46)
Using oceanographic data, they created a model to identify areas where the conditions were right for deep-water kelp forests.
Then strategists took that data, paired it with browsing histories and built a model to identify voters who are not likely to be watching live television.
Devising a model to identify the most representative users inside each given community.
We developed a model to identify risk factors for mortality by multivariable logistic regression analysis in the subject populations.
Sensitivity (one minus type II error) represents the ability of a model to identify correctly whether a gap is accepted, whereas specificity (one minus type I error) shows the ability of a model to identify correctly whether a gap is rejected.
Thanks to the proliferation of GPUs, machine learning has become increasingly common across a variety of use cases, which doesn't just require the horsepower to train a model to identify what a cat looks like.
Similar(14)
The main contribution of this work is a mathematical model to identify a low power memory configuration for a set of applications.
Our study was designed to identify risk factors for this weight gain and create a predictive model to identify a high-risk population for targeted interventions.
Therefore, it is mandatory to construct a prediction model to identify individuals with a high HbA1c level in the general population, despite the low prevalence (1.3%) [ 6].
As a response to this security complacency we built a prediction model to identify users who trust the app repository.
We developed a computational model to identify and validate novel anti-cancer drug targets on a genome-wide scale.
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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