into independent clusters vs independent clusters

Both phrases are correct, but they are used in different contexts. "Into independent clusters" implies a movement or transformation into separate clusters, while "independent clusters" simply refers to clusters that are already separate and distinct.

Last updated: March 21, 2024 • 721 views

This phrase is correct and commonly used when referring to the process of separating data or objects into distinct clusters.

"into independent clusters "

This phrase is used when describing the action of transforming or organizing items into separate and distinct clusters.

Examples:

The algorithm grouped the data points into independent clusters.
She organized the books into independent clusters based on their genres.
The software automatically sorts the files into independent clusters for easier access.
The students were divided into independent clusters for the group project.
The machine learning model categorized the images into independent clusters.

Show examples from the web [+]

Sep 23, 2012 ... Fix: group variables into independent clusters of variables (in each cluster, variables are highly correlated). Apply naive Bayes to the clusters.
The concept of partitioning attributes into independent clusters hinges on the hope that such groups do exist and can be identified. We have formed clusters ...
The method subdivides the interacting sites into independent clusters, based upon the strength of site-site electrostatic interaction. The resulting partition ...
set of expressions W into independent clusters as pre-processing and unifies each cluster in parallel. The efficient implementation for the processing peculiar to ...

Alternatives:

separated into independent clusters
divided into independent clusters
grouped into independent clusters

This phrase is correct and commonly used to refer to clusters that are already separate and distinct.

"independent clusters "

This phrase is used to describe clusters that are independent and not connected to each other.

Examples:

The data points were grouped into independent clusters.
Each department operates as an independent cluster within the organization.
The study identified several independent clusters of species in the ecosystem.
The company has multiple independent clusters of customers.
The city is made up of several independent clusters of neighborhoods.

Show examples from the web [+]

is how to determine the number of independent clusters when neuronal ensembles ... connectivity between otherwise independent clusters of neurons subject to ...
Jul 22, 2014 ... Finding independent “clusters” in a matrix. up vote 0 down vote favorite. I've called my question "clustering" but I am not sure if that's the right ...
Relationships between the results of factor analysis and component analysis are derived when oblique factors have independent clusters with equal variances ...
independent clusters of active sites for polyketide biosynthesis. Specifically, each subunit contributes half of the KS and ACP domains in each cluster. A similar ...

Alternatives:

separate clusters
distinct clusters
autonomous clusters

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into independent clusters vs independent clusters