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neural network modelling processes vs The entire modelling process

Both phrases are correct, but they are used in different contexts. 'Neural network modelling processes' refers specifically to the processes involved in modelling using neural networks, while 'the entire modelling process' is a more general term referring to the complete process of modelling, which may or may not involve neural networks.

Last updated: March 17, 2024 • 770 views

neural network modelling processes

This phrase is correct and commonly used in the context of describing the processes involved in modelling using neural networks.

This phrase is used to refer to the specific processes involved in modelling using neural networks, such as data preprocessing, model training, and evaluation.

Examples:

  • Understanding neural network modelling processes is essential for developing accurate models.
  • The course covers various neural network modelling processes, including backpropagation and optimization techniques.
  • proposed results can be used to the general neural network modelling processes for nonlinear dynamics. It also can be regarded a generalized dynamical ...

Alternatives:

  • neural network modeling techniques
  • neural network modeling methods
  • neural network modeling approaches
  • neural network modeling strategies
  • neural network modeling procedures

The entire modelling process

This phrase is correct and commonly used to refer to the complete process of modeling, regardless of the specific techniques or methods used.

This phrase is more general and can refer to the overall process of modeling, which may involve various techniques and approaches, including neural networks.

Examples:

  • Understanding the entire modeling process is crucial for developing accurate models.
  • The book provides a comprehensive overview of the entire modeling process, from data collection to model deployment.
  • encompasses the entire modelling process. ―Sensitivity Auditing‖ borrows ideas and strategies from sensitivity analysis proper, from post-normal science and ...
  • framework, the entire modelling process can be summarized as a mathematical modelling pathway chart shown in Figure 7. This chart can be used as a working.
  • questioning of the entire modelling process and for doing that new data is needed. (Blomhøj & Højgaard Jensen, 2003). This description from Blomhøj and.
  • itself and encompasses the entire modelling process. Sensitivity auditing borrows ideas and strategies from sensitivity analysis (Saltelli et al., 2000, 2008, 2010), ...

Alternatives:

  • the complete modeling process
  • the whole modeling process
  • the full modeling process
  • the total modeling process
  • the overall modeling process

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