Sentence examples for assuring that the model from inspiring English sources

However, as in reality the model's landscape is not entirely smooth, it is crucial to map rugged regions across chemical space, since identifying these regions is the only way of assuring that the model is being safely used for future predictions [41.] The applicability domain establishes where the QSAR is smooth (i.e., where the dependency between structure and property holds).

Developing a statistically sound model that fits the data is straightforward with most classification methods, but assuring that the model can accurately classify unknown samples with a known degree of certainty poses a significant challenge.

This step assures that the measurement model is suitable for structural model.

After the model building process is finished a final validation step with fresh data needs to be carried out to assure that the developed model is truly predictive.

Cox proportional hazard regression models were applied after assuring that the proportional hazard assumption was met.

Variables below the α =.25 in the count portion of the model and the full and reduced model were compared using a likelihood ratio test and the AIC to assure that the more parsimonious model was indeed a better fit to the data.

Both results are re-assuring that these models can discriminate between macro- and micro-environmental sensitivities and that the true model of environmental sensitivity can be elucidated using AIC.

A large amount of data were used as observations in regression analysis in an effort to assure that the calibrated dissolution model with optimized parameters would be able to simulate transient and steady-state natural dissolution over a wide range of hydrodynamic conditions.

Then, we make use of the multidimensional normal forms to define a set of Query/View/Transformation (QVT) relations to assure that the conceptual multidimensional model obtained from user requirements agrees with the available data sources that will populate the DW.

This calibration assures that the initial screening model reflects the current Belgian screening situation as well as possible.

Residuals analysis assured that the assumptions of the model of normality, linearity, independence and homogeneity of the variances were respected.