Sentence examples for models prediction accuracy from inspiring English sources

From Table 1, the two models' prediction accuracy in describing solute transport can be compared.

We used 10-fold CV (Hastie et al. 2001) to assess the models' prediction accuracy, to select the number of PLS components to use in the final prediction models, and to compare predictions generated using PLS only to our primary models, which used both PLS and universal kriging.

However, as for pedigree-based models, prediction accuracy of marker-based models decreased and fell near zero when close (CV2, Table  5) and all known relatedness (BG1 → BG2, Tables  4 and 5) was removed between the training and testing sets, respectively, similarly to what was observed in another GS study on a white spruce population of larger effective size [ 18].

In order to enhance the model prediction accuracy and generalization capability, a hybrid modeling approach for cobalt oxalate synthesis process in cobalt hydrometallurgy is developed by combining simplified first principle model with PLS model.

The model prediction accuracy may vary at different development stages.

This paper proposes combining multiple ELM models to enhance model prediction accuracy and reliability.

Depending on the exactness and resolution of the input data, a higher degree of model prediction accuracy can be achieved.

According to previous research (Bradley 1997; McCune and Grace 2002), an AUC between 0.5 and 0.7 denotes poor model prediction accuracy and performance, an AUC between 0.7 and 0.9 denotes moderate model prediction accuracy and performance, and an AUC greater than 0.9 denotes excellent model prediction accuracy and performance.

The model prediction accuracy relative to FEM simulations is found to be satisfactory, with errors of less than 10%.

Greater pulse density did not improve model fit, and both RF5 and RF10 models resulted in a very low RMSE and Bias, indicating high model prediction accuracy.

Table 2 Model prediction accuracy results Method RMSE MAE R2 GM (1, 1) 0.41941 0.30560 0.99999 RBFNN 0.30715 0.99999 0.99999 Open image in new window Fig. 7 Groundwater level forecast results.