as a dimensionality reduction tool vs as a dimensionality reduction tool in

Both phrases are correct, but they are used in different contexts. 'As a dimensionality reduction tool' is a concise way to describe the tool's purpose, while 'as a dimensionality reduction tool in' is used when specifying the context or field where the tool is applied.

Last updated: March 17, 2024 • 415 views

as a dimensionality reduction tool

This phrase is correct and commonly used to describe a tool that is used for dimensionality reduction.

This phrase is used to succinctly describe a tool that is employed for the purpose of dimensionality reduction.

Show examples from the web [+]

Boosting as a dimensionality reduction tool for audio classification. Full Text Sign -In or Purchase. Sign In. This content is outside your institutional subscription.
works as a dimensionality reduction tool in the context of these two very different application areas. We also present results on images corrupted by noise, and.
works as a dimensionality reduction tool in the context of these two very different application areas. We also present results on images corrupted by noise, and.
We present experimental results on using random projection as a dimensionality reduction tool in a number of cases, where the high dimensionality of the data ...

Alternatives:

as a tool for reducing dimensionality
as a method for dimensionality reduction
as a technique to reduce dimensionality
as a means of dimensionality reduction
as a tool for dimensionality reduction

as a dimensionality reduction tool in

This phrase is correct and is used when specifying the context or field where the dimensionality reduction tool is applied.

This phrase is used to indicate the specific area or domain in which the dimensionality reduction tool is utilized.

Show examples from the web [+]

works as a dimensionality reduction tool in the context of these two very different application areas. We also present results on images corrupted by noise, and.
works as a dimensionality reduction tool in the context of these two very different application areas. We also present results on images corrupted by noise, and.
We present experimental results on using random projection as a dimensionality reduction tool in a number of cases, where the high dimensionality of the data ...
Aug 26, 2001 ... We present experimental results on using random projection as a dimensionality reduction tool in a number of cases, where the high ...

Alternatives:

as a dimensionality reduction tool within
as a dimensionality reduction tool for
as a dimensionality reduction tool used in
as a dimensionality reduction tool applied in
as a dimensionality reduction tool employed in

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as a dimensionality reduction tool vs as a dimensionality reduction tool in