Sentence examples for model validation utilizing from inspiring English sources
For calibration, three models were applied to simulate urban growth trends in 2010; the actual data of 2010 were used for model validation utilizing the Relative Operating Characteristic (ROC) and Kappa coefficient methods Consequently, future urban growth maps of 2020 and 2030 were created.
System workflow can be visualized with PNSRL, which can lead to system model validation utilizing PN tokens.
Additionally, model validation utilizes "climate of the 20th century" emission scenario 20C3M [15].
To examine the predictive performance of IOMA, we applied it to predict metabolic flux for red blood cells (RBC) for which a detailed kinetic model is available for validation (utilizing it to simulate metabolic flux changes following gene knockouts based on artificially generated proteomic data).
Apart from internal validation, future interesting work on an external validation utilizing an independent set of CRC data was warranted to strengthen the validity of model interpretation [ 22].
100% model validation was obtained by utilizing 30 independent samples.
DCN data points acquired using an IQT were utilized for model validation and expansion of the experimental database used in this study.
Another common approach is to utilize internal model validation methods, like cross-validation to try to achieve a generalizable NN model.
In this paper, we apply the Method of Uncertainty Analysis using Polynomial Chaos Expansions (MUM-PCE) [D.A. Sheen, X. You, H. Wang, T. Løvås, Proc. Combust. Inst. 32 (2009) 535 542] to demonstrate how the multispecies measurement may be utilized beyond simple model validation.
As such, fewer experiments need to be conducted (e.g., non-reacting tests + reacting tests at each condition), while existing literature data can be more reliably utilized for kinetic model validation and improvement.
Real data from an Australian case company is utilized to design test experiments for model validation and evaluation.
