optimal model

USAGE SUMMARY

"optimal model" is a correct and usable phrase in written English.
It is typically used to refer to the best or most ideal model or solution in a given situation. Example: "After thorough analysis, we have determined that the optimal model for increasing productivity is to implement a remote work option for employees."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

Optimal model.

Journal of Inequalities and Applications

The optimal model of the gripper is described as follows.

Chinese Journal of Mechanical Engineering

By definition, the optimal model yields the greatest ESS.

Ecological Processes

The optimal model has been solved by genetic algorithm.

Journal of Petroleum Exploration and Production Technology

13362_2016_33_MOESM1_ESM.mov Simulation of the optimal model obtained in Case 1.

Journal of Mathematics in Industry

Fig. 1 Path coefficients in the optimal model.

The Journal of Chinese Sociology

Finding the optimal model can, however, be a challenge.

EJNMMI Physics

In particular, Pascual studied the optimal model under the ∞-norm.

Chinese Journal of Mechanical Engineering

Unfortunately EM is not guaranteed to find a globally optimal model.

SEP

The user was told the advantage of optimal model selection.

Omega

4. The optimal model for treating opioid addiction is an Opioid Treatment Program (OTP) utilizing buprenorphine and other approved medications.

Huffington Post

Expert writing Tips

Best practice

When describing a "optimal model", be specific about the criteria used to determine its optimality. Clearly state what makes it the best choice in the given context.

Common error

Avoid claiming a model is "optimal" without sufficient evidence or justification. Clearly define the parameters and limitations under which the model performs best.

Linguistic Context

The phrase "optimal model" functions as a noun phrase where the adjective 'optimal' modifies the noun 'model'. It's used to denote the most favorable or best version of a model in a given context. As Ludwig AI confirms, this is a correct and usable phrase.

Expression frequency: Very common

Frequent in

Science

85%

News & Media

7%

Formal & Business

5%

Less common in

Academia

1%

Encyclopedias

1%

Wiki

1%

Ludwig's WRAP-UP

The phrase "optimal model" is a common and grammatically sound term, primarily used in scientific, technical, and analytical contexts to denote the best or most effective model based on specific criteria. As indicated by Ludwig AI, this phrase is correct and widely used. Its purpose is to highlight a superior choice among alternatives, emphasizing efficiency, accuracy, or performance. While its register leans towards formal and scientific, it can also appear in more general contexts. Understanding the specific criteria used to define optimality is crucial for effective communication. When using this phrase, ensure you provide sufficient evidence or justification for the claim of optimality.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

best model

Replaces "optimal" with a more common synonym, maintaining the core meaning.

ideal model

Substitutes "optimal" with "ideal", suggesting a perfect or ultimate example.

superior model

Focuses on the model being better than others.

prime model

Highlights the model as being of the highest quality or importance.

finest model

Emphasizes the model's excellent quality or refinement.

most efficient model

Specifies that the model is the most effective in terms of resource utilization.

most effective model

Focuses on the model achieving the desired results most successfully.

leading model

Indicates the model is at the forefront or most advanced.

preferred model

Suggests that the model is chosen over other options.

ultimate solution

Shifts from "model" to "solution", emphasizing the problem-solving aspect.

FAQs

How is the "optimal model" determined in scientific research?

The "optimal model" in scientific research is typically determined through statistical analysis, cross-validation, and comparison of different models using metrics like AIC (Akaike Information Criterion) or BIC (Bayesian Information Criterion). The model with the best balance of fit and complexity is chosen.

What are some alternatives to saying "optimal model"?

You can use alternatives like "best model", "ideal model", or "preferred model" depending on the context.

In what fields is the term "optimal model" commonly used?

The term "optimal model" is commonly used in fields like statistics, machine learning, engineering, economics, and healthcare to describe the most effective or efficient model for a given task or situation.

What are the key factors to consider when building an "optimal model"?

Key factors to consider when building an "optimal model" include data quality, model complexity, computational cost, and the specific goals of the modeling exercise. It is crucial to balance accuracy with interpretability and avoid overfitting.