Sentence examples for until the resulting model from inspiring English sources

Care must be taken, that no information from test sets leaks into the training set, either performing certain steps (frequently supervised feature generation or selection) for the complete dataset or by "optimizing" parameters until the resulting model fits a particular test set by chance.

These steps need to be applied iteratively until the resulting model is identifiable, or equivalently, until parameter variances are small.

In an iterative process and by comparison with experimentally obtained process parameters, the resulting model is then adapted until the experimental observations in in vivo 3D tissue architectures can be reproduced.

The resulting model appears flat and unrealistic.

We used the resulting models to project age-standardised breast cancer incidence and mortality rates to medium term (until 2021 2025), with 95% projection intervals.

Model-based inversion (Russell and Hampson 1991) uses a generalized linear inversion algorithm (GLI), which attempts to modify the initial model until the resulting synthetic matches the seismic trace within some acceptable limit.

Using the resulting new model, the process was repeated until no additional factors of significance were identified.

We compared the resulting nested models using F-tests (and Chi for quasipoisson models), until a minimal adequate model that only contained significant effects was obtained.

For each parameter combination the resulting differential equation model was solved from the original initial conditions (see [ 34]) until convergence to a stable limit cycle.

The calibration involved the checking of model results against observed data and adjusting the values of the parameters until the model results converged within an acceptable error threshold.

The resulting supernatant was centrifuged again until it was clear.