the RMSE vs ANN developed model

These two phrases are not directly comparable as they serve different purposes. 'The RMSE' refers to the Root Mean Square Error, a statistical measure used to evaluate the accuracy of a model. 'ANN developed model' refers to a model developed using Artificial Neural Networks. They can be used together in a sentence to describe the evaluation of the model's performance.

Last updated: March 17, 2024 • 835 views

This phrase is correct and commonly used in the context of evaluating the accuracy of a model.

"the RMSE"

This phrase is used to refer to the Root Mean Square Error, a statistical measure that indicates the average difference between predicted values and actual values in a model.

Examples:

The RMSE of the model is 0.25, indicating a good level of accuracy.

Show examples from the web [+]

When the RMSD is normalized by the mean measured value, is usually called coefficient of variation of the RMSE, CV(RMSE). It is analogous to the coefficient of ...
... has the same units as the quantity being estimated; for an unbiased estimator, the RMSE is the square root of the variance, known as the standard deviation.
Jun 30, 2014 ... (2009). The RMSE is more appropriate to represent model perfor- mance than the MAE when the error distribution is expected to be Gaussian.
The RMSE of a model prediction with respect to the estimated variable Xmodel is defined as the square root of the mean squared error: where Xobs is observed ...

This phrase is correct and commonly used to describe a model developed using Artificial Neural Networks.

"ANN developed model"

This phrase is used to specify that a model has been created using Artificial Neural Networks (ANN) as the underlying technology.

Examples:

The ANN developed model showed superior performance compared to traditional regression models.

Show examples from the web [+]

performance of different ANN developed model based on rainfall alone and rainfall and runoff together as input for an asphalt plane and found that taking both ...
Jan 19, 2012 ... The effects of different operating conditions on cleaning performance were elucidated using the ANN developed model. Moreover, optimum ...
controller for the ANN developed model and compare its performance with the plant proportional controller. 2. OVERVIEW OF THE NUCLEAR POWER PLANT ...
Apr 17, 2015 ... ANN developed model to predict the process response gives excellent results when compared with experimental tests. Table 4 shows the ...

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the RMSE vs ANN developed model

"the RMSE"

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