according to instance

USAGE SUMMARY

The phrase "according to instance" is not correct and does not convey a clear meaning in written English.
It is unclear when or how to use this phrase due to its awkward construction and lack of context. Example: "According to instance, we should proceed with caution." (This example is not effective due to the phrase's ambiguity.)

⚠ May contain grammatical issues

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

1 human-written examples

With AWS, customers will pull Amazon Machine Images (AMIs) into Skytap and then adjust according to instance size.

TechCrunch

Human-verified similar examples from authoritative sources

Similar Expressions

59 human-written examples

I fully appreciate that expectations can vary hugely according to, for instance, personal childcare needs, personal mental health, local proliferation of guns, wholly imagined threat of incipient alien attack, etc.

The Guardian - TV & Radio

In addition, it is known that meta-heuristics can vary their final solutions and execution time according to the instance.

Journal of the Brazilian Computer Society

According to the instance or situation of the predictive shutdown, historical data predicts the next idle period.

Complex Adaptive Systems Modeling

Context reduction simplifies constraints by substituting constraints or removing resolved constraints according to available instance definitions, besides removing duplicate constraints or substituting constraints according to the class hierarchy.

Journal of the Brazilian Computer Society

For example, the total sample (starting node) may be split in two subgroups according to for instance, income.

BMC Public Health

According to incoming instances T = {x 1,,x 2,, …,x m,}, we consider two different situations: labeled instances and unlabeled instances.

Journal of Big Data

According to him, instances of atopic illnesses such as eczema and asthma rose sharply after the second world war, which is also when detergents were introduced as a household cleansing agent.

The Guardian

For examples, in incremental Bayesian algorithms, priori probability is updated smoothly according to incoming instances.

Journal of Big Data

The set of instances is divided into three groups according to the underlying instance for the assignment graph.

Computers and Operations Research

According to Hachamovitch, for instance, only 25percentt of people ever use the home button.

TechCrunch

Expert writing Tips

Best practice

Avoid using the phrase "according to instance" in formal writing. Opt for clearer and more common alternatives like "in this case" or "based on the example".

Common error

Don't try to force "according to instance" into sentences where a simpler phrase would suffice. Using it can make your writing sound awkward and less clear.

Linguistic Context

The phrase "according to instance" functions as a prepositional phrase, attempting to provide context or qualification based on a specific example. However, its usage is questionable, and Ludwig AI suggests it's not a standard or recommended phrase.

Expression frequency: Rare

Frequent in

Science

33%

News & Media

33%

Formal & Business

0%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

The phrase "according to instance" is an uncommon and grammatically questionable construction. Ludwig AI indicates that it is not a standard or recommended phrase in English. While its intended function is to provide context based on a specific example, its rarity and awkwardness make it less effective. For clearer and more natural communication, it's best to opt for alternatives like "in this case", "based on the example", or "in this situation". Given its infrequent usage and the availability of better alternatives, it is advisable to avoid "according to instance" in both formal and informal writing to ensure clarity and precision.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

in this case

Simplifies the phrase to refer to the current situation.

based on the example

Changes the focus to the specific example being considered.

depending on the situation

Highlights how the action or decision varies with the circumstance.

in a specific situation

Focuses on a particular context.

given this situation

Emphasizes the impact of the current circumstance on decisions.

as demonstrated by the example

Emphasizes that something is shown or proven by the example.

in light of this example

Highlights that the example provides valuable insight.

according to the case

Refers to specific legal or factual circumstances.

considering the instance

Shifts focus to thoughtful evaluation of the example.

in relation to the instance

Specifies that something is being viewed or understood within the context of the provided example.

FAQs

How can I use the idea of "according to instance" correctly?

It's best to avoid "according to instance" in formal writing. Instead, consider using phrases like "in this case" or "based on the example" for better clarity.

What phrases are similar to "according to instance"?

You can use alternatives like "in this situation", "based on the example", or "in this case" depending on the specific context.

Is "according to instance" grammatically correct?

While not strictly incorrect, "according to instance" is not a common or recommended phrase in standard English. It's better to opt for clearer alternatives.

What's a more natural way to express the meaning of "according to instance"?

Use phrases such as "in this situation", "given the example", or "based on the case" for more natural and clear communication.