an agglomerative manner

USAGE SUMMARY

The phrase "an agglomerative manner" is correct and usable in written English.
It can be used when describing a process or method that involves gathering or clustering items or elements together. Example: "The data was analyzed in an agglomerative manner to identify patterns and trends."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

3 human-written examples

Crime types are clustered in an agglomerative manner.

Crime Science

In this case, no previous information was provided to the algorithm and genes were clustered iteratively in an agglomerative manner using Ward's [ 24] and Euclidian distance methods.

BMC Genomics

We developed a workflow to integrate homogeneous patient clustering from different omics data in an agglomerative manner and then visualized heterogeneous clustering of pairwise omics sources.

BMC Genomics

Human-verified similar examples from authoritative sources

Similar Expressions

57 human-written examples

The clustered maps use an agglomerative, hierarchical clustering method.

Nature

Bryant, D. & Moulton, V. Neighbor-Net: an agglomerative method for the construction of phylogenetic networks.

Nature

Bryant, D. & Moulton, V. Neighbor-net: an agglomerative method for the construction of phylogenetic networks.

Nature

The file is also html format; here the data is grouped according to an agglomerative hierarchical clustering technique.

Nature

The decision on control architecture selection is based on an agglomerative clustering methodology developed previously [22].

Journal of Process Control

This interpretation leads to an agglomerative iterative Bayesian fuzzy clustering (AIBFC) framework capable of clustering data of complex structure.

Information Sciences

Genomic regions enriched with methylation associated SNPs, namely "methylation associated SNP clusters", were identified with an agglomerative hierarchical clustering algorithm.

Genomics

Finally, an agglomerative clustering algorithm is used until no pair of clusters exceeds a similarity threshold.

EURASIP Journal on Audio, Speech, and Music Processing

Expert writing Tips

Best practice

When describing a clustering algorithm, clarify the specific linkage method used (e.g., average linkage, complete linkage) for better understanding.

Common error

Avoid using "an agglomerative manner" in general writing. This phrase is best suited for technical or scientific contexts where the concept of hierarchical clustering is relevant.

Linguistic Context

The phrase "an agglomerative manner" functions as an adverbial phrase, modifying a verb to describe how an action is performed. It specifies the method or process by which something is being combined or clustered. Ludwig provides examples in the context of data analysis and algorithms.

Expression frequency: Rare

Frequent in

Science

100%

Less common in

News & Media

0%

Formal & Business

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, the phrase "an agglomerative manner" is a grammatically correct adverbial phrase primarily used within scientific and technical contexts to describe a bottom-up clustering or merging process. Ludwig AI confirms its validity, although its frequency is rare. When aiming for clarity in general writing, consider using simpler alternatives like "in a clustering fashion". This ensures broader understanding and avoids potential confusion outside specialized fields. While authoritative sources support the phrase's correctness in specific domains, be mindful of its technical nature.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

in a clustering fashion

Replaces "agglomerative" with a more common synonym, emphasizing the act of clustering.

in a cumulative way

Focuses on the additive aspect of the process, highlighting the gradual accumulation of elements.

using a merging approach

Emphasizes the merging of individual elements into larger groups.

through a consolidating method

Highlights the process of bringing together and solidifying individual components.

by means of a coalescent strategy

Uses a more technical term ("coalescent") to describe the merging process.

via a unifying process

Focuses on the unifying aspect of bringing elements together.

in a combined form

Emphasizes the resulting combined state of the elements.

with a bottom-up technique

Specifies the direction of the agglomeration, starting from individual elements.

in an iterative aggregation

Highlights the iterative nature of the process, with elements being aggregated step by step.

in a progressively assembled manner

Emphasizes the gradual and progressive nature of the assembly process.

FAQs

What does "an agglomerative manner" mean?

The phrase "an agglomerative manner" describes a process where individual elements are gradually grouped or clustered together to form larger entities. This is commonly used in the context of hierarchical clustering algorithms.

Where is "an agglomerative manner" typically used?

You'll most often encounter "an agglomerative manner" in scientific and technical documentation, particularly when discussing data analysis, machine learning, or statistical methods.

Are there simpler alternatives to "an agglomerative manner"?

Yes, depending on the context, you can use alternatives such as "in a "clustering fashion"", "in a "cumulative way"", or "using a "merging approach"".

How does "an agglomerative manner" relate to hierarchical clustering?

"An agglomerative manner" specifically refers to the bottom-up approach in hierarchical clustering, where each observation starts in its own cluster, and pairs of clusters are merged as one moves up the hierarchy.