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Compared to data-driven models, it provides a better predictive capability.
The FR model had slightly better predictive capability than Shannon's entropy model where AUC for FR and Shannon's was 0.869 and 0.824, respectively.
Overall, the developed method shows promise, but improvements that are needed in test and analysis methods for better predictive capability are examined.
The statistics of prediction residuals and tests of model validation indicates that these were also the models with better predictive capability.
In addition, the three dimensional numerical results were compared with simplified foam models and self-consistent estimates, showing the necessity to improve available models for foams in order to achieve a better predictive capability.
A DMD-based approach shows a better predictive capability due to its ability to accurately extract the information relevant to long-time dynamics, in particular, the slowly-decaying eigenmodes corresponding to largest eigenvalues.
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In the overall, the comparative results showed that the ANN models that were used to predict C f exhibited better predictive capabilities than the empirical equation.
These findings can lead to better predictive capabilities in both nutritional ecology and pest management of rice.
Furthermore, the selection was conducted to choose optimum variables with better predictive capabilities based on the standard deviation.
This evaluation revealed that the newly proposed model has better predictive capabilities than some earlier formulations of the same simplicity.
Yet, in savannah-type open Mediterranean evergreen woodlands, models with spectral indices including NDVI had comparable or better predictive capabilities of tree canopy cover [30].
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