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We present the complete system identification procedure from experiment design to model validation, taking into account prior physical information and that the intended use of the models is prediction and control.
Although it is not our focus, the goal of AR models is prediction.
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The K-fold cross-validation method is commonly used when the aim of the regression model is prediction [ 19].
Another caveat: because all these models are predictions about the future, they are necessarily speculative under the best of circumstances and notoriously susceptible to deliberate manipulation.
Another caveat: because these CGE models are predictions about the future, they are of necessity somewhat speculative under the best of circumstances and are notoriously susceptible to deliberate manipulation.
The pest forecast models are theoretical predictions and forecasts.
In situations where no existing prediction models are available, developing a new prediction model may be the only option.
These models are used for prediction.
Afterward, statistical models were developed for prediction of these properties.
When models are designed for prediction, model selection should be based on forecast accuracy.
The prediction models were further developed using these pivot miRNAs.
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