Sentence examples for parameter fine-tuning from inspiring English sources
To resolve these issues, this paper presents a model evaluation and uncertainty propagation approach that uses a novel combination of data clustering, model parameter fine-tuning, model screening and ranking, model uncertainty quantification, and Monte Carlo simulation methods.
complexity and parameter fine-tuning, BN features can be used.
For our testing datasets, the average time for stitching (including automated computation, visual inspection, parameter fine-tuning, and manually adjustment of the result) an adjacent pair of serial sections was 13′08″ (median: 9′41″, minimum: 0′13″, and maximum: 36′31″) (Table S 3).
An evolution strategy was applied for parameter fine-tuning that included a self adapting mutation operator [ 74, 75].
It is also demonstrated that through parameter fine tuning it is possible to shape the workspace to suit specific application requirements.
On the basis of this year's on-farm trials, further selection of parameters and fine-tuning of the systems will take place.
These exist only within a small continuous domain of parameter space without fine-tuning the initial conditions.
The easily controllable coating parameters enabled the fine-tuning of the film thickness on a nanometer scale.
The selection of the regularization and label bias parameters (Section 3.6), fine-tuning of the feature representation and other comparable detailed settings were performed by evaluation on the development set only.
To achieve this goal, the inherent contrast variability in CLSM requires sufficient robustness with respect to the parameters of the extraction algorithms: fine-tuning of parameters on different regions [as suggested e.g. by Quan et al. (2013)] may be practically unfeasible with images containing hundreds of thousands of neurons.
In this way, it is possible to drive the connection weights in a better region of the parameter space, where subsequent fine-tuning on the original dataset can be more effective.
