the model parameters vs the model's parameters

Both "the model parameters" and "the model's parameters" are correct, but they are used in different contexts. "The model parameters" is used when referring to parameters in a general sense, while "the model's parameters" is used when specifically referring to parameters belonging to a particular model.

Last updated: March 17, 2024 • 692 views

the model parameters

This phrase is correct and commonly used when referring to parameters in a general sense.

This phrase is used when discussing parameters in a general context, without specifying a particular model. It is a valid and clear way to refer to the parameters of a model.

Examples:

Understanding the model parameters is crucial for optimizing performance.
The researcher analyzed the model parameters to improve accuracy.

Show examples from the web [+]

Jul 6, 2015 ... The Bayesian posterior probability on the model parameters is given by. where the most important terms are the likelihood and the prior .
In some cases, even though a model is non-identifiable, it is still possible to learn the true values of a certain subset of the model parameters. In this case we say ...
Adding known information about the model parameters, such as reliability of the individual parameters in the θ vector. For structured models such as grey-box ...
Several methods have been proposed to extract the model parameters from the measured illuminated current–voltage characteristics. One recurrent issue refers ...

Alternatives:

the parameters of the model
the parameters in the model
the model's parameters
the parameters used in the model
the model's configuration parameters

the model's parameters

This phrase is correct and commonly used when specifically referring to parameters belonging to a particular model.

This phrase is used when discussing parameters that are associated with a specific model. It indicates possession or ownership of the parameters by the model.

Examples:

The model's parameters were fine-tuned for better performance.
Understanding the model's parameters is essential for interpreting its behavior.

Show examples from the web [+]

May 7, 2013 ... Is it correct to use: 2.a The Model Parameters, or for short, and because it is in the title: Model Parameters; 2.b The Model's Parameters, or for ...
Jun 18, 2015 ... These parameters are considered different than the rest of the model's parameters, as they may modify the nature of the model (e.g., ...
cribed to identification of the model's parameters. These methods can be used in dynamic modelling where there are varying terrain topography or dynamic ...
This is required if souce number is > 1. sourceNum -- Optional integer for model's source number. setPars -- Optional initial values for the model's parameters.

Alternatives:

the parameters of the model
the parameters in the model
the model parameters
the parameters used in the model
the model's configuration parameters

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the model parameters vs the model's parameters