the robustness of the prediction model vs the efficiency of the prediction model

Both phrases are correct, but they convey different aspects of the prediction model. 'The robustness of the prediction model' focuses on the model's ability to perform well under different conditions, while 'the efficiency of the prediction model' emphasizes how well the model uses resources to achieve its goals.

Last updated: March 17, 2024 • 591 views

the robustness of the prediction model

This phrase is correct and commonly used in English.

This phrase is used to describe how well a prediction model performs under various conditions, such as noise or changes in the input data.

Show examples from the web [+]

Aug 21, 2010 ... ... carrier-mediated) and other factors (i.e. efflux proteins and/or metabolic activity) can strongly affect the robustness of the prediction model.
Test the robustness of the prediction model. Remove the last few pieces of data and then make a prediction in the normal way. Now we have predicted and ...
which can ensure the robustness of the prediction model. Every model corresponds with the requirement of the accuracy. According to previous studies [ 26-30], ...
... (passive, active and carrier-mediated) and other factors (i.e. efflux proteins and/ or metabolic activity) can strongly affect the robustness of the prediction model.

Alternatives:

the resilience of the prediction model
the reliability of the prediction model
the stability of the prediction model
the durability of the prediction model
the strength of the prediction model

the efficiency of the prediction model

This phrase is correct and commonly used in English.

This phrase is used to describe how well a prediction model utilizes resources to achieve accurate predictions.

Show examples from the web [+]

Feb 20, 2013 ... ... cumulus oocyte complexes (COC) yield were performed to assess the efficiency of the prediction model to select suitable candidates for IVM.
Feb 20, 2013 ... plexes (COC) yield were performed to assess the efficiency of the prediction model to select suitable candidates for IVM. main results and the ...
The efficiency of the prediction model was compared between different experiments. Input records were also chosen based on random and other criterion.
The efficiency of the prediction model relies on both the ability of the model to predict successfully the next move of a mobile user and its ability to perform such a ...

Alternatives:

the effectiveness of the prediction model
the performance of the prediction model
the productivity of the prediction model
the optimization of the prediction model
the proficiency of the prediction model

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the robustness of the prediction model vs the efficiency of the prediction model