the efficiency of the ANN vs the efficiency of the model

Both phrases are correct, but they are used in different contexts. 'The efficiency of the ANN' refers to the efficiency of an Artificial Neural Network, while 'the efficiency of the model' is a more general reference to the efficiency of any model. Therefore, the choice between the two depends on whether you are specifically talking about an ANN or a more general model.

Last updated: March 17, 2024 • 967 views

This phrase is correct and commonly used when referring to the efficiency of an Artificial Neural Network (ANN).

"the efficiency of the ANN "

Use this phrase when specifically discussing the efficiency of an Artificial Neural Network.

Examples:

The efficiency of the ANN depends on the number of hidden layers.
Researchers are studying ways to improve the efficiency of the ANN.

Show examples from the web [+]

Feb 10, 2015 ... To increase the efficiency of the ANN construction process, the GPU-based Monte Carlo model was utilized in this study. By using the ...
By using this criterion, we show that the efficiency of the ANN method in simulating precipitation is higher as compared with the procedure of reanalysis. ______.
Aug 7, 1996 ... The efficiency of the ANN as a function of the number of events using for the training process. Different solid lines shows the results for different ...
Based on this information, the robot do not lose its goal, even if it has to avoid an obstacle. The results show the efficiency of the ANN in a form of simulations.

Alternatives:

the effectiveness of the ANN
the performance of the ANN
the accuracy of the ANN
the productivity of the ANN
the capability of the ANN

This phrase is correct and more general, referring to the efficiency of any model, not specifically an Artificial Neural Network.

"the efficiency of the model"

Use this phrase when discussing the efficiency of a model in a general sense, without specifying the type of model.

Examples:

Improving the efficiency of the model is crucial for its success.
The efficiency of the model can be measured using various metrics.

Show examples from the web [+]

The second expresses the efficiency of the model under the assumption that it is to be used with an updating procedure to provide a forecast of discharge over a ...
Q is the mean of the observed discharge over the pre-selected period. Nash &. Sutcliffe (1970) then define the efficiency of the model E as the proportion of the.
Increasing the efficiency of the model change process, and reducing the risk of incorrect model changes, or changes that have unintended consequences.
the efficiency of the model stroke versus wrist-cock angle for a club-head mass of 200 g and a shaft length of 1.0 m. The plot clearly shows the considerable ...

Alternatives:

the effectiveness of the model
the performance of the model
the accuracy of the model
the productivity of the model
the capability of the model

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the efficiency of the ANN vs the efficiency of the model