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Data sets with very low MODI index are not recommended for model building, as a low MODI index informs the user that additional data processing and manual curation may be required.
The two random forest models were evaluated using a repeated 10-fold cross validation method that has been recommended for model selection [ 48, 49].
Covariates were retained in a risk model if they changed the point estimate of stimulant risk by more than 10%, as recommended for model building in epidemiological studies.
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The radiative model of 9 nonuniform wide bands using four-point quadrature is recommended for modeling nongray radiation in sooting flames, based on considerations of accuracy and efficiency.
The mechanism is recommended for modeling the reduction of NO by primary measures in the combustion of biomass, since it has been validated under conditions resembling the conversion of early nitrogenous volatile species in a staged combustion process.
As well, other empirical models, for instance, Avrami, modified pseudo second-order (MPSO) and mixed 1, 2 order model (MOE) equations have been recommended for modelling the adsorption kinetics at the interface of solid/solution.
This method is recommended for models with strong spatial correlation and/or a large numbers of predictor variables, and it has been applied in previous geostatistical studies.
The path models were estimated using weighted least-squares and a diagonal weight matrix with standard errors and mean- and variance adjusted chi-square test statistics that use a full weight matrix with pairwise deletion which are recommended for models combining binary and continuous outcomes.
The optimization-based modelling approach can be recommended for growth modelling when the modelling data have been collected at irregular measurement intervals.
Based on this Gaussian pattern of fluid pressure in relation to the insertional speed, an insertion speed of 0.25 mm/sec could be recommended for the model.
As a result, ANN can be recommended for the modeling of gas transport through MMMs.
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