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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.
  • 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.
  • 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

Related Comparisons

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