model performs better

USAGE SUMMARY

The phrase "model performs better" is correct and usable in written English.
It can be used when comparing the performance of different models in a specific context, such as machine learning or statistical analysis. Example: "After running several tests, we found that the new model performs better than the previous version."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

The new correction model performs better than its predecessor, especially when modeling wave period and altimeter synchronized wave height.

Ocean Engineering

In overall, our model performs better than two comparative methods.

Neurocomputing

The lagged value-added model performs better due to countervailing measurement error and heterogeneity biases.

Harvard University

The BR model performs better regarding extrapolation compared to the non-parametric kernel regression model.

Journal of Hydrology

The Hotspot model performs better in simulating anisotropy related to shadowing effects.

Remote Sensing of Environment

As expected, the Takagi-Sugeno model performs better than the ARIX model.

IFAC Proceedings Volumes

This ANN model performs better when compared to linear multi-variable regression.

LWT - Food Science and Technology

CFD model performs better than the commonly used engineering model as Solid Flame Model.

Journal of Loss Prevention in the Process Industries

The results show that a self-exciting TAR (SETAR) model performs better than other four competing models.

Journal of Hydrology

The results show that the marginal stability model performs better than the simple homogeneous model for blowdown from short pipes.

Chemical Engineering Science

The result shows that this model performs better than the original vectorial total variational model on texture preserving.

Chinese Journal of Aeronautics

Expert writing Tips

Best practice

Clearly state the metrics used to evaluate performance. Mention the specific criteria (e.g., accuracy, precision, recall) by which the "model performs better" to avoid ambiguity.

Common error

Avoid making claims that a "model performs better" without providing supporting data or evidence. Always back up assertions with empirical results or quantifiable metrics to maintain credibility.

Linguistic Context

The phrase "model performs better" functions as a comparative statement, asserting that one model exhibits a higher degree of proficiency or effectiveness than another. Ludwig AI confirms the correctness of this phrase and showcases examples across various scientific domains.

Expression frequency: Very common

Frequent in

Science

98%

News & Media

1%

Formal & Business

1%

Less common in

Academia

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "model performs better" is a grammatically sound and frequently used phrase, particularly in scientific and technical contexts, to indicate the superior performance of one model over another. As Ludwig AI confirms, the phrase is correct and well-supported by examples. When using this phrase, it's crucial to quantify the improvement, specify the evaluation metrics, and provide empirical evidence to support the claim. Alternative phrases, such as ""model exhibits enhanced performance"" or ""model demonstrates superior results"", can add nuance to your writing, depending on the specific context.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

model exhibits enhanced performance

Replaces "performs better" with a more formal and technical expression.

model demonstrates superior results

Substitutes "performs better" to highlight the outcome of the model.

model shows improved efficacy

Focuses on the effectiveness of the model's performance.

model achieves higher accuracy

Emphasizes the precision and correctness of the model's output.

model yields better outcomes

Highlights the positive results produced by the model.

model surpasses expectations

Indicates that the model's performance exceeds anticipated levels.

model is more effective

A simpler way of stating that the model performs better, focusing on its effectiveness.

model outshines its counterpart

Emphasizes that the model's performance is noticeably superior to another.

model provides enhanced functionality

Highlights the improved features and capabilities of the model.

model offers greater precision

Focuses on the increased accuracy and detail provided by the model.

FAQs

How can I use "model performs better" in a sentence?

You can use "model performs better" to compare the effectiveness of different models. For example: "The new algorithm significantly enhances data processing, hence this "model performs better" than its predecessor."

What are some alternatives to saying "model performs better"?

Alternatives include "model exhibits enhanced performance", "model demonstrates superior results", or "model shows improved efficacy", depending on the specific context.

Is it more appropriate to say "model performs well" or "model performs better"?

"Model performs well" indicates a general level of good performance. "Model performs better" implies a comparison, suggesting that the model outperforms another. The better choice depends on whether you're making a comparison or a general statement.

What's the difference between "model performs better" and "model works better"?

While both phrases are similar, "model performs better" is generally more formal and often used in technical or scientific contexts. "Model works better" is more informal. Use ""model performs better"" in formal reports and publications.