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clustering of variables can be performed with vs clustering of variables can be performed

Both phrases are correct, but they are used in different contexts. The first phrase 'clustering of variables can be performed with' is used when specifying the method or tool used for clustering, while the second phrase 'clustering of variables can be performed' is a more general statement about the action of clustering variables.

Last updated: March 17, 2024 • 450 views

clustering of variables can be performed with

This phrase is correct and commonly used when specifying the method or tool used for clustering variables.

This phrase is used when you want to mention the specific method, tool, or software that is used to perform the clustering of variables.

Examples:

  • Clustering of variables can be performed with the k-means algorithm.
  • Clustering of variables can be performed with the use of hierarchical clustering.
  • Clustering of variables can be performed with the help of Python libraries.

Alternatives:

  • Clustering of variables can be performed using
  • Clustering of variables can be done with
  • Clustering of variables can be achieved with
  • Clustering of variables can be carried out with
  • Clustering of variables can be executed with

clustering of variables can be performed

This phrase is correct and commonly used as a general statement about the action of clustering variables.

This phrase is used when you want to convey that the action of clustering variables can be carried out without specifying the method or tool used.

Examples:

  • Clustering of variables can be performed to identify patterns in the data.
  • Clustering of variables can be performed to group similar data points together.
  • Clustering of variables can be performed to simplify complex datasets.
  • Apr 8, 2011 ... 4.5. Comment on the selection of the clustering method. Clustering of variables can be performed by linear clustering methods such as PCA, ...

Alternatives:

  • Clustering of variables can be done
  • Clustering of variables can be achieved
  • Clustering of variables can be executed
  • Variables can be clustered
  • Performing clustering of variables

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