build an ensemble of

USAGE SUMMARY

The phrase "build an ensemble of" is correct and usable in written English.
It can be used when referring to the creation or assembly of a group or collection of items, often in contexts like music, fashion, or data analysis. Example: "To enhance the performance of our model, we need to build an ensemble of various algorithms that can work together effectively."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

11 human-written examples

On the other hand, the changeable and different reshaping ways can naturally give birth to a set of MatLSSVCs with diversity and it is the diversity that provides a means to build an ensemble of classifiers.

Pattern Recognition Letters

Since the SOHN facilitates the combination of different learning methods it also provides a mechanism to build an ensemble of models at the knowledge level.

Journal of Cheminformatics

For topic trend prediction, we propose a combined random under-sampling of topics framework to build an ensemble of forecasters for time series forecasting in topic prediction (identify a future trend of the pattern).

Journal of Big Data

As Sandy's windy tentacles ease their strangle-hold on New England, the Pentagon is calling on the country's top engineers to build an ensemble of rescue robots that would deploy when the next big one hits.

Vice

For each alternative alignment, the MODELLER program [11] is used to build an ensemble of one hundred models, all solutions of the same distance geometry problem, but with different initial conditions for the molecular dynamics optimization step.

Plosone

We used a jack-knifing approach to build an ensemble of likely networks for each sex.

BMC Systems Biology

Human-verified similar examples from authoritative sources

Similar Expressions

49 human-written examples

The two main points arise when one builds an ensemble of linear classifiers.

EURASIP Journal on Image and Video Processing

The most common boosting algorithm is AdaBoost [ 27], which iteratively builds an ensemble of models with weighted samples.

BMC Medical Informatics and Decision Making

The random forests algorithm builds an ensemble of decision trees, where each tree is built on bootstrap samples of training data with a randomly selected subset of factors.

BMC Medical Informatics and Decision Making

The Random Forest algorithm builds an ensemble of decision trees, where each tree is trained by randomly sampling both ~omics and phenotype data.

BMC Genomics

Random forest is one type of random subspace learning method which builds an ensemble of classifiers by exploring partial feature spaces (also called subspaces) of the input data [ 69].

BioMed Research International

Expert writing Tips

Best practice

When using "build an ensemble of", ensure that the items or elements you are combining have a clear purpose or relationship that justifies their assembly into a cohesive whole.

Common error

Avoid using "build an ensemble of" in overly casual or informal situations where simpler terms like "create a group of" or "put together a set of" would be more appropriate. The term 'ensemble' often implies a degree of sophistication or intentional design that may be out of place in everyday conversation.

Linguistic Context

The phrase "build an ensemble of" functions as a verb phrase, typically followed by a noun phrase specifying what is being assembled. Ludwig AI confirms its correctness and offers numerous examples demonstrating its use in various contexts.

Expression frequency: Uncommon

Frequent in

Science

70%

News & Media

20%

Wiki

10%

Less common in

Formal & Business

0%

Encyclopedias

0%

Reference

0%

Ludwig's WRAP-UP

In summary, "build an ensemble of" is a grammatically sound phrase that describes the creation or assembly of a group of related items. While not exceedingly common, as Ludwig AI confirms, it appears frequently in scientific and news-related contexts. When using this phrase, it's important to consider the overall tone and audience, ensuring that the level of formality aligns with the intended message. Alternatives such as "create a collection of" or "assemble a group of" can be used to vary your vocabulary while conveying a similar meaning.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

create a collection of

Focuses on the act of creating rather than specifically 'building' an ensemble, emphasizing the resulting collection.

assemble a group of

Emphasizes the act of gathering and putting together a group, rather than the construction aspect.

construct a set of

Highlights the structured arrangement of items into a set, rather than the broader concept of an 'ensemble'.

develop a suite of

Suggests a comprehensive and integrated collection, often used in technical or formal contexts.

form a team of

Specifically refers to creating a team, typically of people, for a specific purpose.

put together a compilation of

Focuses on gathering and arranging existing items into a compilation.

establish a range of

Highlights the establishment and variety within the collection.

organize a series of

Emphasizes the structured arrangement and sequential nature of the collection.

compile a portfolio of

Implies a curated collection of work or achievements, often used in professional contexts.

accumulate an array of

Focuses on the gradual accumulation of items into a diverse array.

FAQs

What does "build an ensemble of" mean?

The phrase "build an ensemble of" means to create or assemble a group of related items, often with the intention of them working together harmoniously or serving a common purpose. The nature of the ensemble can vary greatly, from a collection of musical performers to a selection of coordinated clothing items.

How can I use "build an ensemble of" in a sentence?

You can use "build an ensemble of" to describe the process of creating a cohesive group from individual components. For example, "The curator sought to build an ensemble of paintings that represented the artist's different periods" or "The software developer aimed to build an ensemble of algorithms for improved data analysis."

What can I say instead of "build an ensemble of"?

You can use alternatives like "create a collection of", "assemble a group of", or "construct a set of" depending on the specific context.

Is it better to say "build an ensemble of" or "create an ensemble of"?

Both "build an ensemble of" and "create an ensemble of" are grammatically correct and generally interchangeable. "Build" emphasizes the construction or assembly process, while "create" emphasizes the act of bringing the ensemble into existence. The best choice depends on the specific nuance you want to convey.