instance dependent

USAGE SUMMARY

The phrase "instance dependent" is correct and usable in written English.
It is typically used in technical or academic contexts to describe something that varies based on specific instances or cases. Example: "The behavior of the software is instance dependent, meaning it can change based on the specific data provided."

✓ Grammatically correct

Science

News & Media

Wiki

Human-verified examples from authoritative sources

Exact Expressions

4 human-written examples

For instance, dependent on the nature of your business, additional storage locally might work.

The Guardian

A large amount of simulation experiments on a set of problem instances generated based on the benchmark Steiner tree problems in the OR-library reveals that the landscape of the DCLC-MRP is highly instance dependent with different landscape features.

Computer Communications

Whole genome assembly and ab initio gene prediction is in the first instance dependent on algorithms.

Analytical and Bioanalytical Chemistry

Confirmation requirement and confirmation path may be process instance dependent.

WikiHow

Human-verified similar examples from authoritative sources

Similar Expressions

56 human-written examples

Moreover, optimal drug safety assessment and vaccine development are in many instances dependent on NHPs.

BMC Genomics

Nevertheless, EWLS has an instance-dependent parameter.

Artificial Intelligence

This is used in designing a more efficient algorithm that has no instance-dependent parameters, which is referred to as EWCC.

Artificial Intelligence

People with diabtes, for instance, are dependent on but not addicted to— insulin; people on certain antidepressants are dependent on them, but, again, not addicted.

Vice

People with diabetes, for instance, are dependent on but not addicted to— insulin; people on certain antidepressants are dependent on them, but, again, not addicted. .

Vice

Hawaii, for instance, is dependent on Japanese tourism, and that has not come back yet".

The New York Times

The characteristics of Swaledale cheese, for instance, are dependent on local milk: in Swaledale, animals are pastured in herb-rich grassland, and this contributes to the fresh taste of the cheese.

The Guardian - Lifestyle

Expert writing Tips

Best practice

When using "instance dependent", ensure that the context clearly defines what constitutes an "instance". This prevents ambiguity and ensures your audience understands the specific conditions influencing the outcome or behavior you're describing.

Common error

Avoid assuming that "instance dependent" phenomena are solely determined by a single factor. Complex systems often involve multiple interacting variables, and reducing the explanation to a single instance can lead to inaccurate or incomplete understanding. Acknowledge the potential for multi-faceted influences.

Linguistic Context

The phrase "instance dependent" functions as a compound adjective, modifying a noun to indicate that the characteristic or behavior being described varies depending on the specific instance. Ludwig AI confirms its correct usage in various contexts.

Expression frequency: Rare

Frequent in

Science

75%

News & Media

16%

Wiki

8%

Less common in

Formal & Business

0%

Encyclopedias

0%

Reference

0%

Ludwig's WRAP-UP

In summary, the phrase "instance dependent" is a grammatically sound term used to describe something that varies based on the specific instance. Ludwig AI confirms the phrase is correct and usable in written English. While its usage is relatively rare, it appears most commonly in scientific and technical contexts. To ensure clarity, it's best to clearly define what constitutes an 'instance' when using this phrase. Alternatives like "case specific" or "context dependent" may offer similar meanings depending on the desired nuance.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

case-specific

Focuses on the specificity of the case as the defining factor.

situation-specific

Highlights the particular circumstances influencing the outcome.

context-dependent

Emphasizes the importance of the surrounding context.

circumstance-dependent

Similar to situation-specific, but with a slightly broader scope.

contingent on the instance

Uses 'contingent' to indicate dependence or conditionality.

dependent on the situation

Replaces 'instance' with 'situation' to describe the conditional aspect.

specific to the instance

Highlights that something is unique to a particular occurrence.

instance-related

Expresses association or connection with a particular instance.

determined by the case

Replaces "dependent" with "determined" to indicate a cause-effect relationship.

variable by instance

Focuses on the variability or change from one instance to another.

FAQs

How can I use "instance dependent" in a sentence?

You can use "instance dependent" to describe a process, result, or characteristic that varies based on the specific case or situation. For example, "The software's performance is "instance dependent", meaning it changes based on the input data."

What are some alternatives to "instance dependent"?

Alternatives include "case specific", "context dependent", or "situation specific". The best choice depends on the specific nuance you want to convey.

Is "instance dependent" formal or informal language?

"Instance dependent" is generally considered formal language, suitable for technical, academic, or professional contexts. In more casual settings, simpler terms might be preferable.

What's the difference between "instance dependent" and "time dependent"?

"Instance dependent" means something varies based on the specific case or situation, while "time dependent" means it varies based on time. For instance, the outcome of a clinical trial might be "instance dependent" on the patients involved, whereas radioactive decay is "time dependent".