based on the instance

USAGE SUMMARY

The phrase "based on the instance" is correct and usable in written English.
You can use it when referring to a specific example or case that serves as a basis for a conclusion or action. Example: "The decision was made based on the instance of previous similar cases that yielded positive results."

✓ Grammatically correct

Science

News & Media

Academia

Human-verified examples from authoritative sources

Exact Expressions

4 human-written examples

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

Based on the instance analysed in the previous section, we have presented a graph that the green ratio (GR), customer satisfaction and total costs have the same directions (Fig. 10).

Journal of Industrial Engineering International

Delorme et al. determine allowed CPU time based on the instance.

Computers and Operations Research

Human-verified similar examples from authoritative sources

Similar Expressions

56 human-written examples

All methods are tested against an augmented benchmark based on the instances of Taillard.

European Journal of Operational Research

We extend the sketch formalism by dependencies between predicate symbols and develop new semantic notions based on the Instances-as-typed-structures idea.

Electronic Notes in Theoretical Computer Science

Then, we added all annotated genes as nodes to the GOGraph, based on the instances specified in the GO database, leading to a graph consisting of both types of nodes, which is referred to as a GOGeneGraph.

Bioinformatics

This method is based on the unsupervised instance prediction method EvolutionPred of Siddiqui et al. [23].

Brain Informatics

Detecting IUP is measured by the value P(L = 1) that is given by K majority voting rules based on the training instances and therefore is a real number between zero and one.

BMC Genomics

Finally, numerical simulation is carried out based on the benchmark instances, and the comparisons with some existing algorithms demonstrate the effectiveness of the proposed algorithm.

Expert Systems with Applications

In this paper, we studied target recognition and tracking in a series of images, and our approach is based on the multiple-instance learning technique.

EURASIP Journal on Embedded Systems

Expert writing Tips

Best practice

When using "based on the instance", ensure the connection between the instance and the resulting action or conclusion is clear and logical. Providing context about the instance strengthens the argument.

Common error

Avoid using "based on the instance" to make broad generalizations. Ensure the instance is representative and relevant before drawing larger conclusions.

Linguistic Context

The phrase "based on the instance" functions as a prepositional phrase, modifying a verb or noun to indicate the foundation or reason for an action or conclusion. It indicates that something is derived or decided because of a particular case or example. Ludwig shows its correct usage in various contexts.

Expression frequency: Rare

Frequent in

Science

50%

News & Media

25%

Academia

25%

Less common in

Formal & Business

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "based on the instance" serves as a prepositional phrase indicating that something is justified or derived from a specific example. While grammatically correct and usable, as confirmed by Ludwig, its frequency is relatively rare. It commonly appears in scientific and academic contexts to provide logical reasoning. When using this phrase, ensure the link between the instance and the conclusion is clear, and avoid overgeneralizing from a single case.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

derived from the instance

Changes the preposition and verb, emphasizing the origin or source.

grounded in the instance

Emphasizes that something is firmly based or established.

predicated on the instance

Highlights that something is affirmed or based on the instance.

dependent on the instance

Indicates that something relies on the instance.

stemming from the instance

Suggests that something originates or arises from the instance.

according to the instance

Indicates alignment or agreement with the instance.

in light of the instance

Highlights the instance as providing clarification or understanding.

considering the instance

Indicates taking the instance into account.

taking the instance as a basis

Specifies that the instance is used as a starting point.

drawing from the instance

Indicates that information or conclusions are extracted from the instance.

FAQs

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

You can use "based on the instance" to show that a decision, conclusion, or action is derived from a specific example or case. For example, "The strategy was adjusted "based on the instance" of the previous campaign's success".

What are some alternatives to "based on the instance"?

Alternatives to "based on the instance" include "derived from the instance", "grounded in the instance", or "predicated on the instance". The best choice depends on the specific nuance you want to convey.

Is it correct to say "based off the instance"?

While "based off" is sometimes used informally, "based on" is generally considered more grammatically correct and appropriate for formal writing. Therefore, "based on the instance" is the preferred choice.

When should I use "based on the instance" instead of "because of the instance"?

"Based on the instance" is appropriate when the instance serves as a logical or evidentiary foundation for a conclusion or decision. "Because of the instance" implies direct causation. Choose based on whether the instance is a reason or a cause.