instance by instance

USAGE SUMMARY

"instance by instance" is a correct phrase that can be used in written English.
It is used to refer to considering each individual case or example separately, often when describing a method of analysis. For example: "The data analyst looked at the information instance by instance to determine the most reliable outcome."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

1 human-written examples

Instance by instance, they angrily contest the trustee's claims that they had been aware of meaningful concerns about Mr. Madoff's operations.

The New York Times - Sports

Human-verified similar examples from authoritative sources

Similar Expressions

59 human-written examples

Using random spin glass instances as a benchmark, we find no evidence of quantum speedup when the entire data set is considered, and obtain inconclusive results when comparing subsets of instances on an instance-by-instance basis.

Science Magazine

According to the number of new instances to be added in a model at a time, it can be sorted as instance-by-instance learning and block-by-block learning.

Journal of Big Data

The target labels are assumed to be known a-priori in V (supervised learning), and their values are just carried over from V to S, instance for instance, by the same order of j.

BioMed Research International

We would much rather you showed it Show it instead, for instance, by saying, for instance, what you think critically about something you've read.

The Guardian

Hempel's most controversial argument appeared in an article about induction entitled "Studies in the Logic of Confirmation" (1945a), where he evaluates the conditions under which an empirical generalization would be confirmed or disconfirmed by instances or non-instances of its antecedent and consequent.

SEP

RELIEFF basically evaluates "merit" of each feature according to how well their values distinguish among neighbouring instances by repeatedly sampling an instance from the dataset.

BMC Genomics

Conventional supervised learning methods assume that the instances to be classified are independent of each other, while collective classification jointly classifies interrelated instances by exploiting the interrelations among the instances [ 28, 29].

BMC Genomics

"Eight-by-ten glossies, for instance".

The New York Times - Style

Take this manifesto by Diana Damian, for instance.

The Guardian

Those drafted by the Clippers, for instance.

The Economist

Expert writing Tips

Best practice

Use "instance by instance" when you need to emphasize a detailed, granular analysis where each individual instance is considered separately for its unique characteristics or impact.

Common error

Avoid using "instance by instance" when a simpler term like "individually" or "case by case" would suffice. Overusing it can make your writing sound unnecessarily complex. Choose the term that best fits the context and desired level of detail.

Linguistic Context

The phrase "instance by instance" functions as an adverbial phrase, modifying a verb to describe how an action is performed. It specifies that the action is carried out individually for each instance, as supported by Ludwig AI and the provided examples.

Expression frequency: Rare

Frequent in

Science

50%

News & Media

50%

Formal & Business

0%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, "instance by instance" is a grammatically sound phrase used to emphasize a detailed and granular analysis, where each individual case or example is considered separately. As Ludwig AI indicates, the phrase is correct and appropriate for use in written English. Though relatively rare, with its frequency being classified as such, the contexts in which it is used are primarily within the fields of science and news media, as illustrated in Ludwig's examples. While there are several alternative phrases – such as "case by case" or "step by step" – the choice of phrase depends on the specific nuance one intends to convey. To ensure clarity and avoid wordiness, it's important to choose the most precise term for the context.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

case by case

Focuses on individual cases rather than instances, implying a legal or procedural context.

example by example

Highlights the use of examples in a demonstration or explanation, focusing on illustrative instances.

item by item

Highlights the specific focus on individual items being considered.

point by point

Focuses on examining specific points or arguments sequentially, applicable in debates or detailed analysis.

situation by situation

Emphasizes adapting to each unique situation, suggesting flexibility and context-awareness.

step by step

Highlights a sequential process, emphasizing the order and progression.

detail by detail

Emphasizes meticulous examination of each detail, suggesting thoroughness.

one by one

Emphasizes the sequential and individual nature of the process, simpler and more direct.

unit by unit

Refers to a process involving individual units, often used in manufacturing or organizational contexts.

individually

Stresses the separate consideration of each item, removing the sequential implication.

FAQs

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

You can use "instance by instance" to describe a process where each case is considered separately. For example, "The analyst evaluated the data "instance by instance" to identify patterns."

What phrases are similar to "instance by instance"?

Similar phrases include "case by case", "step by step", and "individually", each with slightly different connotations.

Is it always necessary to use "instance by instance", or are there simpler alternatives?

While "instance by instance" is grammatically correct, simpler alternatives like "one by one" or "individually" may be more appropriate depending on the context. Choose the phrase that best conveys your intended meaning without unnecessary complexity.

What is the difference between "instance by instance" and "case by case"?

"Instance by instance" typically refers to a more granular, data-driven analysis, while "case by case" often implies a broader, procedural evaluation of individual situations.