large changes in the model parameters vs large changes in the model's parameters

Both phrases are correct, but they are used in slightly different contexts. The first phrase 'large changes in the model parameters' is more general and refers to changes in parameters of a model in a broad sense. The second phrase 'large changes in the model's parameters' is more specific and refers to changes in the parameters of a particular model.

Last updated: March 17, 2024 • 445 views

large changes in the model parameters

This phrase is correct and commonly used in English.

This phrase is used to refer to significant alterations in the parameters of a model without specifying a particular model.

Examples:

The research showed large changes in the model parameters after the new data was included.

Show examples from the web [+]

... clustering alone reduces large numbers of solutions to an ensemble of models. Solutions with large changes in the model parameters were generally avoided.
result in arbitrarily large changes in the model parameters. The final problem is that simplifying assumptions have to be made in solving the forward problem.
Rapid movement of the object produces large changes in the model parameters. This Markovian model of dynamics can be used to explicitly constrain the ...
to large changes in the model parameters. The OCEA (Object Oriented Coordi- nate Embedding) computational differentiation toolbox is used for automatically.

Alternatives:

significant alterations in the model parameters
substantial changes in the model parameters
major modifications in the model parameters
significant adjustments in the model parameters
considerable shifts in the model parameters

large changes in the model's parameters

This phrase is correct and commonly used in English.

This phrase is used to specifically refer to significant alterations in the parameters of a particular model.

Examples:

There were large changes in the model's parameters after the software update.

Alternatives:

significant alterations in the model's parameters
substantial changes in the model's parameters
major modifications in the model's parameters
significant adjustments in the model's parameters
considerable shifts in the model's parameters

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large changes in the model parameters vs large changes in the model's parameters