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Predictability of model was expressed in terms of model efficiency, which was estimated as 96.4 and 98.4%, respectively, for prediction of wetted width and depth.
Comparison of the two areas showed significant improvement of the predictability of model 2 (P value <0.0001).
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This suggests that the ADMET Predictor 3D descriptors significantly improve the predictability of models across the entire range of X, particularly at large SALI values and in the case of efflux, should be included when possible.
We tried to improve the predictability of models using the Charlson and Elixhauser indices by using medication data; specifically, we used medication data to estimate omitted comorbidities in the claim data.
Across all models for systolic blood pressure the likelihood ratio test showed a significant reduction in goodness of fit on removal of interarm difference, with the exception of cardiovascular mortality associated with a difference of 15 mm Hg or more, indicating that inclusion of interarm differences in systolic blood pressure consistently improved the predictability of models.
The quality of the circuits can for example be quantified by measuring the parameter reliability and sensitivity, the uniqueness of the predicted network, the model robustness and the predictability of the model.
Several diagnostic statistical tools were implemented for characterization the goodness-of-prediction or predictability of obtained models.
The qualities of all OPLS-DA models were assessed with RX, the total variation being explained by the model, and Q, denoting the predictability of the model.
In addition, the validity of the PLS-DA model was assessed by statistical parameters: the correlation coefficient R and the cross-validation correlation coefficient Q. R represents the goodness of the fit to the model and Q reveals the predictability of the model [ 22].
However, we found the PWV predictability of ARMA model is relatively better than the ERA-Interim model.
The highlighted longitude and magnetic hemispheric disparities between Ibadan and Ouagadougou will be valuable for the improvement of the predictability of IRI model in one hand, and update of IRI model on the other hand, for equatorial region.
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