goodness of features

USAGE SUMMARY

The phrase "goodness of features" is not a standard expression in written English and may be unclear in meaning.
It could be used in contexts discussing the quality or effectiveness of certain features in a product or service, but it may require additional clarification. Example: "The goodness of features in this software makes it a top choice for users looking for efficiency."

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

2 human-written examples

In addition, heuristic approaches pay more attention to find the best combination of features rather than evaluating the goodness of features individually.

Brain Informatics

For example, if features are to be used subsequently to develop a classification model, a wrapper method evaluates the goodness of features in terms of their ability to improve the performance of the classification model.

BMC Genomics

Human-verified similar examples from authoritative sources

Similar Expressions

58 human-written examples

Existing algorithms adopt various measures to evaluate the goodness of feature subsets.

Artificial Intelligence

Filter approaches are computationally more efficient than wrapper approaches since they evaluate the goodness of selected features using criteria that can be tested quickly.

BMC Genomics

The wrapper uses the performance of the classifier, such as the probability of error, to assess the goodness of the selected features [49].

EURASIP Journal on Advances in Signal Processing

Wrapper methods use the predictive accuracy of predetermined classification algorithms, such as SVM, as the criteria to determine the goodness of a subset of features (Duan et al., 2005; Guyon et al., 2002; Zhang et al., 2006).

Bioinformatics

Furthermore, it would be interesting to include fractal variables in commercial softwares, especially the feature of goodness-of-fit.

Expert Review of Molecular Diagnostics

In the fitness evaluation function, a new concept of redundancy-free relevance based on conditional mutual information is proposed to measure the goodness of the extracted candidate features.

Information Sciences

The FD was, again, an adverse prognostic factor in contrast to the goodness-of-fit, which was independently a favorable feature (Table 2 ).

Expert Review of Molecular Diagnostics

Fractal features, such as the fractal dimension or the goodness-of-fit of the regression curve can easily be estimated in digitalized microscopic images.

Expert Review of Molecular Diagnostics

The best fit probability for GFP fluorescence, p, and number of GFP sites per fluorescent feature, n, was selected using a χ goodness-of-fit test.

eLife

Expert writing Tips

Best practice

When using "goodness of features", ensure the context clearly indicates what aspect of 'goodness' you are referring to (e.g., reliability, usability, performance).

Common error

Avoid using "goodness of features" as a vague compliment. Instead, specify which characteristics make the features good, such as "the reliability of the features" or "the performance benefits of the features".

Linguistic Context

The phrase "goodness of features" functions as a noun phrase, where "goodness" acts as a noun describing the quality or merit, "of" is a preposition linking it to "features", which is another noun. As Ludwig AI explains, its usage might require clarification.

Expression frequency: Uncommon

Frequent in

Science

60%

News & Media

30%

Formal & Business

10%

Less common in

Academia

0%

Wiki

0%

Encyclopedias

0%

Ludwig's WRAP-UP

In summary, "goodness of features" is a phrase used to evaluate the positive attributes of specific functionalities. While grammatically correct, Ludwig AI notes that it's not particularly common and may require contextual clarification. Alternatives like "feature quality" or "feature effectiveness" might offer more directness. It's most frequently found in scientific and technical contexts, emphasizing the analytical and evaluative nature of the assessment. When employing this phrase, ensure you're specific about the aspects of 'goodness' you intend to convey to avoid vagueness.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

feature quality

This alternative is shorter and more direct, focusing on the quality of the features themselves.

feature effectiveness

This alternative focuses on how well the features perform their intended function.

merit of features

This alternative emphasizes the value and worth of the features.

value of features

This alternative stresses the importance and usefulness of the features.

excellence of features

This alternative highlights the superior quality of the features.

superiority of features

This alternative emphasizes that these features are better than others.

positive attributes of features

This alternative uses a more descriptive and less evaluative tone.

desirable characteristics of features

This alternative focuses on the characteristics that make the features appealing.

advantages of features

This alternative highlights the benefits that the features provide.

strengths of features

This alternative focuses on the strong points and capabilities of the features.

FAQs

What does "goodness of features" mean?

"Goodness of features" refers to the quality, effectiveness, or positive attributes of specific functionalities or characteristics within a product, system, or design. It's often used to assess how well these features perform their intended purpose.

How can I use "goodness of features" in a sentence?

You can use "goodness of features" to describe the beneficial aspects of particular functionalities. For example, "The project's success hinges on the "feature quality" and overall "system performance"".

What are some alternatives to "goodness of features"?

Alternatives include "feature quality", "feature effectiveness", "merit of features", or "value of features". The best choice depends on the specific aspect you want to emphasize.

Is "goodness of features" grammatically correct?

While not a very common phrase, "goodness of features" is grammatically acceptable. However, ensure the context is clear. More direct alternatives like "feature quality" or "feature effectiveness" might be more concise.