discrimination ability

USAGE SUMMARY

"discrimination ability" is a correct and usable phrase in written English.
It is often used to refer to the ability to distinguish, discern, or recognize subtle differences or distinctions. You can use it in any context where you need to express this concept. For example, "The contestant demonstrated a high level of discrimination ability when separating the objects from one another."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

1. Discrimination ability: A feature descriptor should have higher discrimination ability.

EURASIP Journal on Image and Video Processing

Indeed, when novices are trained, their discrimination ability improves.

The New Yorker

This was independent of pitch discrimination ability.

Personality and Individual Differences

Two methods of assessing discrimination ability were adopted.

Language Testing in Asia

Hence, CCLS has better locality discrimination ability than LS.

EURASIP Journal on Audio, Speech, and Music Processing

Besides, the ternary code is generated to enhance the discrimination ability.

EURASIP Journal on Image and Video Processing

The discrimination ability model obtained an AUC (95%% CI) 0.81 (0.72 to 0.898).

Intensive Care Medicine Experimental

However, LBP and most of its variants fail to achieve such discrimination ability.  .

EURASIP Journal on Image and Video Processing

First, CBW method is introduced to improve the discrimination ability of original BWs representation.

EURASIP Journal on Advances in Signal Processing

The discrimination ability model obtained an AUC (95 % CI) of 0.808 (0.72 to 0.89).

Intensive Care Medicine Experimental

These features undergo the assessment of their class discrimination ability in the feature selection process.

EURASIP Journal on Image and Video Processing

Expert writing Tips

Best practice

In image processing contexts, specify the features or characteristics that enhance "discrimination ability", such as specific ternary codes or spatial pyramid representations.

Common error

Avoid claiming general "discrimination ability" without specifying the context or criteria. Instead, clarify what is being discriminated (e.g., "discrimination ability" in facial recognition, not general object identification) to provide a more precise and credible statement.

Linguistic Context

The phrase "discrimination ability" functions as a noun phrase, typically serving as the subject or object of a sentence. It refers to the capacity or skill to distinguish between different entities or categories. Ludwig AI confirms that this is a correct and usable phrase.

Expression frequency: Very common

Frequent in

Science

88%

News & Media

6%

Formal & Business

6%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, "discrimination ability" is a grammatically sound and frequently used noun phrase that describes the capacity to distinguish between different entities or categories. Ludwig AI indicates that the phrase is correct and usable in written English. It is especially prevalent in scientific and academic contexts, where it's used to evaluate the effectiveness of models, features, or sensory perception. While alternatives like "discriminating ability" or "ability to distinguish" exist, "discrimination ability" maintains its relevance due to its directness and clarity. The high frequency of its usage in scientific literature supports its acceptance as a standard term in technical discussions.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

discriminating ability

Switches from a noun to an adjective modifying "ability", emphasizing the active process of discriminating.

ability to distinguish

Replaces the noun "discrimination" with the verb "distinguish", making the phrase more direct and active.

capacity for discernment

Uses "discernment", which implies a higher level of judgment and understanding than simple discrimination.

skill in differentiation

Highlights the "skill" aspect and uses "differentiation", focusing on the process of identifying differences.

aptitude for distinction

Emphasizes a natural talent or "aptitude" for recognizing "distinction".

power of perception

Focuses on the "perception" aspect, indicating the ability to notice and understand subtle differences.

talent for segregation

Highlights the "talent" for separating items into different categories or classes. This word choice makes the phrase sound more forceful.

facility in recognition

Implies an ease or "facility" in "recognition", suggesting quick and accurate identification.

acuity of perception

Uses "acuity" to emphasize the sharpness and precision of perceptual abilities.

fineness of discrimination

Focuses on the "fineness" or subtlety of the distinctions one can make.

FAQs

How is "discrimination ability" typically measured in statistical models?

In statistical models, "discrimination ability" is often measured using the Area Under the Receiver Operating Characteristic Curve (AUC-ROC). An AUC value of 0.70 or higher generally indicates good "discrimination ability".

What are some alternative ways to express "discrimination ability"?

You can use alternatives like "discriminating ability", "ability to distinguish", or "capacity for discernment" depending on the context.

In what contexts is "discrimination ability" most frequently discussed?

"Discrimination ability" is frequently discussed in scientific research, particularly in fields like image processing, medical diagnostics, and machine learning, where distinguishing between different classes or conditions is crucial.

What factors can affect "discrimination ability" in sensory perception?

Factors such as training, experience, and the presence of interfering stimuli can significantly affect "discrimination ability" in sensory perception. For example, training can improve a novice's "discrimination ability" when tasting wine.