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On the other hand, the nominal response model gave better result for median-barrier crashes.
For all cases, the proposed ANN model gave better performance than all of the studied correlations.
The Redlich Peterson and Freundlich model gave better fitting as compared to Langmuir model for individual adsorption.
The predictive capabilities of different modelling techniques are compared and discussed and the CDM model gave better correlation with experiments.
In addition, the kinetic models investigated in this study indicated that pseudo-second-order kinetic model gave better results than other models.
For continuous values and for classification purposes the CAESAR BCF model gave better results than BCFBAF v3.00 for the chemicals in the applicability domain of the model.
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ANN model gives better performance in fitness of model and future prediction of flow parameters.
For carriageway movement, ANN 3 model gives better fitness of observed data.
However, the MFP model gives better estimates than the other two models for estimating reference evapotranspiration at all stations.
It is observed from the results and calculated errors that decomposition model gives better results compared to conventional forecasting methods.
The proposed model gives better predictions than the other assessment methods over a range of problems investigated.
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