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The impact of the slight reduction of the compact model accuracy on the accuracy of statistical circuit simulation has also been investigated.
First, the impact of model accuracy on the ability to station keep (e.g. maintain X-Y position) using simulated planning and nature (ground-truth in simulation) models is studied.
3. Compare model accuracy on test data across generated populations of models.
The Brier Score measures model accuracy on patient level by squaring and summing the difference between the predicted and the observed outcome per patient.
If one is only concerned about prediction accuracy, and if one has statistically independent data points, then cross-validation can be used to choose a value of c that appropriately trades off model complexity and model accuracy on the training data.
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Model accuracies on these 'maximally differentiating' test stimuli revealed a larger improvement of 92 ± 26%.
As all our data sets exceed 20 points, we expect the effect of variable sample size on model accuracy to be negligible.
Second, the present modeling framework does not capture uncertainty in parameter estimation, i.e. the model accuracy relies on accurate estimation of input parameters.
In the epilimnion, model accuracy depended on the difference between the observed temperature and boundary conditions.
Looking at the 90% level of conformer models before and after clustering, there are some variances in the change of the conformer model accuracy, depending on the RMSD cluster value.
For each precomputed model, PMP displays technical information such as the date of creation and date of verification, the sequence identity of the template and the expected model accuracy based on the evolutionary distance between the target and the template.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com