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Finally, computations of model performance criterion and model performance goals show that both models can be considered acceptable for standard modelling applications.
Therefore, a new model performance criterion termed as peak percent threshold statistics (PPTS) is proposed to evaluate the performance of a flood forecasting model.
The study revealed that even though the developed three models are reliable to predict the UCS, the presented ANN method displays an obvious potential for the reliable assessment of UCS according to model performance criterion.
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Post-calibration model prediction and efficiency were deemed satisfactory using standard model performance criteria.
The CMAQ model generally met the PM2.5 model performance criteria and was suitable for the State Implementation Plan (SIP) applications.
A selection of results obtained with structure (1c) are presented in Table 1 showing model performance criteria for the training, validating and testing data sets (namely MSE and BIC) over structure parameters.
Squared deviations of the response functions from the target values are used as the model performance evaluation criteria, thus shifting the problem into the multicriteria framework.
A non-probabilistic concept of reliability based on the info-gap robustness function allows us to define the three main components of the uncertainty analysis: structural model, uncertainty model represented by info-gap models, and a performance criterion.
In order to design a smoother for a deterministic continuous-time state space model, a new performance criterion is proposed, which is given by a ratio of the current estimation error to the weighted energy of the deterministic disturbance applied during the recent finite horizon.
The model comprises the air-heating process model, the drying model and the technical performance criteria model.
However, these previous works used different channel models and performance criteria.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com