more informative feature

USAGE SUMMARY

The phrase "more informative feature" is correct and usable in written English.
It can be used when discussing an aspect of something that provides additional or enhanced information. Example: "The new software update includes a more informative feature that helps users understand their data better."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

3 human-written examples

(The DVD set has a more informative feature on the making of the movie).

The New York Times - Arts

Therefore, additional methods of feature engineering (extraction) must be explored in an effort to extract a more informative feature set that will improve review spam detection.

Journal of Big Data

Clustering and PCA (Principal Component Analysis) are integrated to obtain a more informative feature space, where Feature subspaces and bootstrap replications are implemented orderly to generate more accuracy and diverse base learners.

Chaos, Solitons & Fractals

Human-verified similar examples from authoritative sources

Similar Expressions

56 human-written examples

In comparison to prior work [ 20] the mutual information identifies more informative features that are obtained by using a pairwise-encoding.

BMC Cancer

In order to gain more complex features, Deep Learning algorithms transform first features like edge and blobs in image again to extract more informative features to distinguish between classes.

Journal of Big Data

However, the herein reported results show that ReliefF was visibly better able to generate more informative features with respect to misprediction correct prediction separation (Fig. 7).

Journal of Cheminformatics

To extract the most discriminative LBP features, Shan [29] proposed an AdaBoost selection method and many other variants have also been proposed to get more informative features, e.g., local Gabor binary mapping pattern [30, 31] and local directional pattern [32].

EURASIP Journal on Image and Video Processing

Furthermore, a new technique called two-dimensional non-negative matrix factorization (2DNMF), which can reduce the computation cost and preserve more structure information hiding in original 2D matrices compared to the NMF, is developed to extract more informative features from the time frequency matrixes for accurate fault classification.

Journal of Sound and Vibration

We then consider several feature selection methods to reduce the dimension of feature matrix, thus get a smaller group of more informative features.

BMC Genomics

Finding these more informative features can best be done using local measures of electrophysiological activity as icEEG, and further investigating the colocalised haemodynamic fluctuations.

Human Brain Mapping

Given that geometric cues are encoded by all species studied thus far and that encoding occurs even when distinctive, and often more informative, features are available, it is important to understand how geometry is extracted from an environment.

Biology Letters

Expert writing Tips

Best practice

When comparing features, ensure the context clearly indicates why one is "more informative" than another. Specify the benefit derived from the additional information.

Common error

Avoid using "more informative feature" when the difference in information provided is negligible. Ensure the feature genuinely offers a significant improvement in understanding or decision-making.

Linguistic Context

The phrase "more informative feature" functions as a noun phrase, where 'more informative' acts as a comparative adjective modifying the noun 'feature'. Ludwig AI indicates the phrase is grammatically sound and usable in various contexts.

Expression frequency: Uncommon

Frequent in

Science

65%

News & Media

20%

Formal & Business

15%

Less common in

Academia

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

The phrase "more informative feature" is a grammatically correct noun phrase used to describe an attribute that provides a higher degree of information compared to others. As Ludwig AI confirms, it is particularly prevalent in scientific and news contexts. When using this phrase, clarity is key: specify the reason why the feature is considered "more informative" to avoid ambiguity. Alternatives such as "more detailed attribute" or "more insightful aspect" can be considered for nuanced expression. While the phrase is acceptable, overstating the informativeness should be avoided, ensuring the feature genuinely offers a substantial improvement in understanding. Overall, "more informative feature" serves as a valuable tool for highlighting enhanced informational capacity in various domains.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

more detailed attribute

Replaces 'informative' with 'detailed', emphasizing the level of detail provided by the attribute.

more insightful aspect

Substitutes 'feature' with 'aspect' and 'informative' with 'insightful', highlighting the depth of understanding gained.

more revealing characteristic

Uses 'revealing' instead of 'informative', suggesting that the characteristic uncovers something previously unknown.

more enlightening element

Replaces 'informative' with 'enlightening', emphasizing the feature's ability to provide clarity.

more comprehensive component

Uses 'comprehensive' to indicate a more thorough or complete element.

more illuminating trait

Emphasizes the ability of the trait to shed light on a subject by substituting 'informative' with 'illuminating'.

more descriptive quality

Focuses on the descriptive nature of the quality, highlighting its ability to provide information through description.

more instructive property

Substitutes 'informative' with 'instructive', suggesting the property offers guidance or instruction.

more explanatory attribute

Focuses on the attribute's ability to provide explanations, with 'explanatory' replacing 'informative'.

more illustrative aspect

Highlights the aspect's ability to illustrate or demonstrate something, using 'illustrative' in place of 'informative'.

FAQs

How can I use "more informative feature" in a sentence?

You can use "more informative feature" to describe an aspect of something that provides enhanced or additional information compared to something else. For example, "The updated report includes a "more informative feature" on market trends."

What are some alternatives to "more informative feature"?

Some alternatives include "more detailed attribute", "more insightful aspect", or "more revealing characteristic", depending on the specific context and nuance you want to convey.

When is it appropriate to use "more informative feature"?

It is appropriate to use "more informative feature" when you want to highlight that one feature provides a greater level of understanding, detail, or clarity compared to another. Be sure the context clearly supports this claim.

What is the difference between "more informative feature" and "useful feature"?

While both terms describe positive aspects, "more informative feature" specifically highlights the feature's capacity to provide information, whereas "useful feature" emphasizes its practicality or helpfulness in achieving a specific task. A "useful feature" might not necessarily be "more informative", and vice versa.