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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 quote

Justyna Jupowicz-Kozak

CEO of Professional Science Editing for Scientists @ prosciediting.com

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model achieves better

Grammar usage guide and real-world examples

USAGE SUMMARY

The phrase "model achieves better" is not correct as it is incomplete and lacks clarity.
It can be used in contexts discussing the performance of a model, but it needs to be part of a complete sentence for proper usage. Example: "The new model achieves better results than the previous version."

⚠ May contain grammatical issues

Science

Human-verified examples from authoritative sources

Exact Expressions

10 human-written examples

Using the NWLBP model achieves better (fewer) non-optimal routes.

It is obvious that our proposed model achieves better performance for most sequences.

Clearly, our model achieves better segmentation accuracy for this image with Poisson noise; it separates excellently the two middle fingers that stuck almost together.

We explore the effect of various model parameters on system performance and show that the proposed model achieves better accuracy than other widely used methods on standard datasets.

Empirical results on some benchmark datasets show that our model achieves better performance on automatic image annotation and text-based image retrieval over the baseline models.

From the result of the derivation, (ratio of ) shows that the cluster-based approach outperforms the normal node-based one, at least in situations where the proposed model achieves better communication costs.

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Human-verified similar examples from authoritative sources

Similar Expressions

50 human-written examples

As seen in this table, the combination of our improved Dice coefficient and the tri-gram model achieved better performance than the normal Dice coefficient with the tri-gram model.

This BN model achieved better performance (AUC = 0.82), compared to the aforementioned NBc model.

Furthermore, the intact model achieved better signal vs rest discrimination than the two control models, notably avoiding false alarms.

Science

eLife

This prediction model achieved better accuracy than MLP and also it was fast in comparison with MLP model.

Compared with GeneMarkS, Metagene, Orphelia, and Heuristic Approach methods, our model achieved better prediction performance in short gene classification.

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Expert writing Tips

Best practice

Always specify what aspect of the model's performance is "better". For example, use "model achieves better accuracy" or "model achieves better efficiency".

Common error

Avoid vague statements like "the model achieves better". Instead, clearly state what the model performs better than (e.g., "the model achieves better results than the baseline model").

Antonio Rotolo, PhD - Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Antonio Rotolo, PhD

Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Source & Trust

77%

Authority and reliability

3.5/5

Expert rating

Real-world application tested

Linguistic Context

The phrase "model achieves better" functions as an incomplete statement requiring a direct object to clarify the area of improvement. Ludwig AI indicates that it is "not correct" as it stands alone.

Expression frequency: Uncommon

Frequent in

Science

100%

Less common in

News & Media

0%

Formal & Business

0%

Unknown

0%

Ludwig's WRAP-UP

In summary, while the phrase "model achieves better" aims to convey improvement in a model's performance, it is grammatically incomplete without specifying what the model achieves better. As Ludwig AI points out, the phrase is "not correct" on its own. For clear communication, specify the area of improvement (e.g., "model achieves better accuracy"). Alternatives like ""model performs better"" or ""model yields superior results"" can also be employed to express the model's enhanced capabilities.

More alternative expressions(6)

Phrases that express similar concepts, ordered by semantic similarity:

FAQs

How can I correctly use the phrase "model achieves better" in a sentence?

The phrase "model achieves better" is incomplete. It needs a specific object to clarify what the model achieves better than. For example, "the "model achieves better accuracy" than previous versions".

What are some alternatives to "model achieves better"?

You can use phrases like "model performs better", "model yields superior results", or "model demonstrates improved accuracy" depending on the specific context.

Is it grammatically correct to say "model achieves better"?

The phrase is grammatically incomplete because it lacks a direct object specifying what is achieved in a better way. It needs further context to be considered correct. Ludwig AI suggests that this phrase is "not correct" without more context.

What's the difference between "model achieves better results" and "model produces better results"?

Both phrases are similar, but "model achieves better results" implies the model has successfully attained improved outcomes, while "model produces better results" focuses on the model's ability to generate those outcomes. The difference is subtle and depends on the desired emphasis.

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Source & Trust

77%

Authority and reliability

3.5/5

Expert rating

Real-world application tested

Most frequent sentences: