Sentence examples for model quality as from inspiring English sources
As a result we can predict the activity of known and new compounds on new targets while retaining the same model quality as when performing external validation without target extrapolation.
(c) Having many descriptors many times just do not improve the model quality, as the number of features advances, the number of spurious correlations increases as well and adding redundant or irrelevant variables to the model do not increase the model predictive abilities.
ROC is a threshold-independent measure of model quality as compared to null expectations.
Model quality, as reported by indices like the Ramachandran score or MolProbity [24] clashscore, has been shown to worsen with decreasing resolution.
The energy plot of the predicted model showed local model quality as visualized by plotting energies as a function of amino acid sequence position.
In agreement with the ROC analysis, the sensitivity of the method slightly improved when the model quality, as assessed by V3D, was taken into account.
One option would be to use model-PPV as a measure of model quality, or as a stopping criterion for decoy generation, another option is to use both CNS and Rosetta and then try to identify the optimal model.
Last, but not least, we need to formalize relevant qualitative aspects of model quality (such as the time point of switch between the observed Rab5 and Rab7 concentrations in the endocytosis model) and include these in the formulation of the optimization problem of parameter estimation.
Interoperability subsumes the problems of geometric model quality, exchange, and interchangeability, as well as system integration.
In contrast to a vivid discussion of model quality and legitimate inference, as can be observed in climate modelling [18]-[21] [18]-[21]odenergyve not invoked a simodelsdiscussion.
It has been shown that a simple molecular descriptor χox can efficiently encode cytotoxicity of metal oxides leading to models with high statistical quality as well as interpretability.
