a more complex model

USAGE SUMMARY

The phrase "a more complex model" is correct and usable in written English.
You can use it when discussing or comparing different models, particularly in fields like science, engineering, or data analysis, where complexity is a relevant factor. Example: "In our research, we found that a more complex model provided better predictions than the simpler alternatives."

✓ Grammatically correct

Science

News & Media

Encyclopedias

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

Alternatively, a more complex model is needed to consider many more cogent factors.

Encyclopedia Britannica

Another group of researchers wants to replicate how blood flows inside the heart to build a more complex model that captures the interactions of tissue and fluids.

The New York Times

We also tested the inversion for a more complex model.

Earth, Planets and Space

The first alternative may result in a more complex model than the second one.

Journal of the Brazilian Computer Society

These concepts are illustrated on a simple example and a more complex model of polymer rheology.

Chemical Engineering Science

A more complex model is required to explain the recorded Eurasian archaeological cultural mosaic.

Quaternary Science Reviews

It must be remembered that a more complex model does not necessarily mean a better model.

Process Systems Engineering

Secondly, a more complex model adapted from a standard model used for analysing cross-over trials was fitted.

New Zealand Journal of Forestry Science

Smart appliance IAT is a more complex model than the existing things level sensor IAT and smart phone IAT.

Human-centric Computing and Information Sciences

This suggests that using a more complex model could be better than using mixtures of simpler models.

EURASIP Journal on Audio, Speech, and Music Processing

Next, we extend our mean field theory to incorporate a more complex model for the postsynaptic potential.

The Journal of Mathematical Neuroscience

Expert writing Tips

Best practice

Use "a more complex model" when the addition of layers or parameters is the defining characteristic of the new model. If it's about sophistication instead, use alternatives such as "a more sophisticated model".

Common error

Avoid assuming that "a more complex model" is always superior. Complexity can introduce overfitting and reduce interpretability. Always assess whether the added complexity justifies the improvements in performance or understanding.

Linguistic Context

The phrase "a more complex model" functions as a noun phrase, typically serving as the subject or object of a sentence. It identifies and describes a specific type of model characterized by its increased intricacy. As confirmed by Ludwig, the phrase is grammatically correct and widely used.

Expression frequency: Very common

Frequent in

Science

78%

News & Media

12%

Encyclopedias

2%

Less common in

Formal & Business

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, "a more complex model" is a grammatically sound and frequently used phrase to describe models that have greater intricacy than simpler counterparts. According to Ludwig, it is particularly common in scientific and technical contexts. While it suggests potential improvements in accuracy and scope, it's essential to consider the trade-offs in terms of interpretability and potential for overfitting. Consider using alternatives such as "a more intricate model" or "a more sophisticated model" when nuance is key. Always ensure the added complexity is justified by tangible benefits.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

a more intricate model

Emphasizes the detailed and elaborate nature of the model.

a more sophisticated model

Highlights the advanced and refined qualities of the model.

a more elaborate model

Focuses on the extensive and detailed construction of the model.

a more detailed model

Stresses the inclusion of more specific and thorough information.

a higher-complexity model

Uses a more technical term to describe the level of complexity.

a more advanced model

Suggests the model is at a later stage of development or understanding.

a more comprehensive model

Indicates the model covers a wider range of factors or aspects.

an expanded model

Implies the model has been enlarged or extended.

an augmented model

Suggests the model has been enhanced with additional features.

a refined model

Highlights that the model has been improved by making small changes.

FAQs

How to use "a more complex model" in a sentence?

You can use "a more complex model" to describe a model that includes additional variables or interactions compared to a simpler one. For example: "To accurately predict market trends, we need "a more complex model" that accounts for global economic factors".

What can I say instead of "a more complex model"?

You can use alternatives like "a more intricate model", "a more sophisticated model", or "a more detailed model" depending on the specific context.

When is it appropriate to use "a more complex model" over a simpler one?

Use "a more complex model" when the simpler model fails to capture essential aspects of the phenomenon you are studying. However, always balance complexity with interpretability and the risk of overfitting.

What are the disadvantages of using "a more complex model"?

More complex models can be harder to understand, require more data to train effectively, and are more prone to overfitting, which means they may perform well on the training data but poorly on new data.