Sentence examples similar to cross validation criteria from inspiring English sources

The Akaike information criterion (AIC), the Chi-square test, the cross validation criterion, and others are methods used to compare models with different numbers of predictor variables [34].

The equations of the problem are discretized through a standard FEM approach and the resulting ill-conditioned discrete problem is solved within the frame of the Tikhonov approach, the choice of the required regularization parameter is accomplished through the Generalized Cross Validation criterion.

The Likelihood cross validation criterion is used to compare the different models.

The model selection was performed using generalized cross validation criterion [ 62] as implemented in the MGCV library in R (version 2.10.1 [ 58]).

The use of information criteria or cross validation helps in trading model fit for model size, but does not produce adjustments for the total number of variables.

Cross-validation criteria of EBK showed satisfactory results validating the reliability of EBK.

Cross-validation criteria showed satisfactory results for EBK interpolation (Table 9).

Cross-validation criteria were used to assess the quality of spatial model made from the spatial interpolation.

Model validation criteria, cross-validation criteria, and spatial explicit sensitivity analysis show that the SWQIA model is robust.

Mean Standardized Error and Standardized Root Mean Square Error were used as cross-validation criteria for the interpolation of the year 2014 (Chang 2017; Lloyd 2009).

Model validation and cross-validation criteria suggested that the model has a good predictive capability and spatial reliability in pollution prediction.