based on instance

USAGE SUMMARY

The phrase "based on instance" is not correct in standard written English.
It may be intended to refer to a specific example or case, but it lacks clarity and proper context. Example: "The decision was made based on instance, but it would be clearer to say based on a specific instance."

⚠ May contain grammatical issues

Science

Academia

Wiki

News & Media

Human-verified examples from authoritative sources

Exact Expressions

3 human-written examples

We propose two ensemble methods tailored to the RSC classifier: αβRSE, an ensemble based on instance resampling and αRSSE, a subspace ensemble.

Pattern Recognition

Constraint set simplification is essentially based on instance matching.

Journal of the Brazilian Computer Society

All functional aspects of the pipeline shown in Figure  1 are performed by a wrapper script which sequentially performs the assembly and analysis of sequence data before storing it remotely and terminating the instance to minimize computing cost which is calculated in hourly blocks based on instance type.

BMC Genomics

Human-verified similar examples from authoritative sources

Similar Expressions

57 human-written examples

We describe the role and limitations of conventional type-instance inheritance for modeling CAD data, and propose a new semantics based on instance-to-instance inheritance.

University of California, Berkeley

The same logic holds for a corrective action based on instances of tardiness.

Duke University

It should also be remarked that Hume's argument applies just to what is known today as enumerative induction, based on instances, and primarily to singular predictive inference (including 'predictions' about the present or past; see section 3.2 below for a taxonomy of inductive inference) but, again, its generalization to other forms of inductive reasoning is straightforward.

SEP

Cost Factor, C: The WZH charging model [11] is based on instances with a cost of 1 or 2. The model must therefore be scaled by a cost factor, C, in order to simulate real-world pricing (refer to Equations (3) and (4)).

Journal of Cloud Computing

Personalization would assume that she is angry at you, based on this one instance.

WikiHow

We formulate the objective function as a combination of the original spectral clustering criterion and the penalization term based on the instance constraints.

Pattern Recognition Letters

K nearest neighbors (KNN) algorithm is a kind of learning method based on the instance [29].

EURASIP Journal on Wireless Communications and Networking

This assumption can be fulfilled for distance estimation based on, for instance, time of flight for a reasonable signal-to-noise ratio [43].

EURASIP Journal on Wireless Communications and Networking

Expert writing Tips

Best practice

Instead of "based on instance", use more precise language such as "based on a specific instance" or "based on this example" for clarity.

Common error

Avoid using "based on instance" to imply a broader trend. A single instance is rarely sufficient for making generalizations; ensure adequate evidence supports your claims.

Linguistic Context

The phrase "based on instance" functions as a prepositional phrase attempting to modify a verb or noun, indicating the foundation or reason behind an action or decision. However, it lacks grammatical precision. Ludwig AI suggests that it's not correct.

Expression frequency: Rare

Frequent in

Science

50%

Academia

25%

News & Media

15%

Less common in

Formal & Business

5%

Wiki

5%

Encyclopedias

0%

Ludwig's WRAP-UP

In summary, the phrase "based on instance" is generally considered grammatically incorrect and is rarely used in standard English. As Ludwig AI indicates, it would be clearer to say "based on a specific instance" or "based on an example". The phrase attempts to provide justification, mostly in scientific and academic contexts. Because of its incorrectness, it's better to use more precise and grammatically sound alternatives for clearer communication.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

based on a specific instance

Adds specificity, indicating reliance on one particular occurrence.

based on an example

Uses a more general term, suitable when referring to illustrative cases.

according to the case

More formal, suggesting decisions are made in line with the details of a particular case.

as evidenced by the instance

Highlights that the instance serves as proof or support.

derived from the occurrence

Implies the conclusion or action stems directly from the event.

grounded in the situation

Suggests the basis is the overall circumstances rather than just one instance.

premised on the event

Indicates that the event is a foundational assumption.

rooted in the incident

Suggests a deep connection to the particular incident.

contingent on the instance

Implies the action or decision is dependent on that specific instance.

dependent on the case

Similar to "contingent on", but slightly more formal.

FAQs

What's a clearer way to say "based on instance"?

Consider using phrases like "based on a specific instance", "based on an example", or "as evidenced by the instance" for improved clarity.

Is "based on instance" grammatically correct?

No, "based on instance" is not considered grammatically correct in standard English. It's better to specify what the basis is, such as "based on a specific instance".

How can I use "based on a specific instance" in a sentence?

You could say, "The conclusion was based on a specific instance of successful implementation".

What's the difference between "based on instance" and "based on instances"?

"Based on instances" is more grammatically sound, suggesting multiple occurrences form the basis. However, "based on a specific instance" is even clearer when referring to one particular case.