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PCA approach is utilised vs approach is utilised

Both phrases are correct, but they are used in different contexts. 'PCA approach is utilised' specifically refers to the utilization of the PCA (Principal Component Analysis) approach, while 'approach is utilised' is a more general statement about the use of any approach.

Last updated: March 19, 2024 • 656 views

PCA approach is utilised

This phrase is correct and commonly used when referring to the utilization of the PCA (Principal Component Analysis) approach.

This phrase is used when specifically mentioning the PCA approach being utilized for a particular purpose.

Examples:

  • The PCA approach is utilised to reduce the dimensionality of the data.
  • In this study, the PCA approach is utilised to identify patterns in the dataset.
  • In this work, the PCA approach is utilised in the context of the skew-spectrum, and extended to include secondary shapes. We will perform two separate principal ...

Alternatives:

  • PCA approach is employed
  • PCA approach is applied
  • PCA approach is used

approach is utilised

This phrase is correct and commonly used in a general context when referring to the use of any approach.

This phrase is used when discussing the utilization of a particular approach without specifying a specific type of approach.

Examples:

  • An innovative approach is utilised to solve the problem.
  • The new approach is utilised in the latest research.
  • Jun 30, 2014 ... For the analysis of tire and pavement as well as its interaction, a finite element approach is utilised. The development of the material model is ...
  • Aug 16, 2015 ... The sustainable livelihood approach is utilised as a visualisation tool that provides an analytical structure for a broad and systematic ...
  • Non-parametric approach is utilised to estimate decision maker's risk attitude. It is measured with coefficient of risk aversion, needed to maximise certainty ...
  • Our Technical Analysts may be freethinkers, but their logical approach is utilised for the drafting of a definitive 'Requirements Document'. This is the single-most ...

Alternatives:

  • approach is employed
  • approach is applied
  • approach is used

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