Sentence examples for to maximize the model from inspiring English sources
Beagle applies a Markov model to the hidden states (the haplotype phase and the true genotype) along the chromosome using an EM (Expectation-Maximization) algorithm that iteratively updates model parameters to maximize the model likelihood up to the moment where convergence is achieved.
The BIC is a model selection criteria that helps to maximize the model performance.
A Weibull distribution of lag time was assumed, as this choice proved to maximize the model likelihood.
For kriging, we employed the Marten function as a spatial correlation function and varied values of the order parameter to maximize the model likelihood [ 15].
For each configuration, the VB-ECD algorithm varied the locations and moments of all dipoles iteratively to maximize the model evidence of the solution.
Systems with greater accuracy in EHR documentation may need to increase the relative weight of the problem list and past medical history field to maximize the model's performance.
Because evolutionary models are not in general nested, we performed model selection via the popular Akaike information criterion, a method that penalizes a model's fit by its number of included variables (Akaike 1973) and is asymptotically equivalent to maximizing the model's predictive performance on unseen data (Stone 1977).
The objectives are to maximize the calibrated model accuracy and to minimize the number of sampling devices as a surrogate of sampling design cost.
Subsequently, based on the period, a suitable model should be selected for conducing assessment to maximize the effectiveness of the model.
This constrained control objective aims to maximize the sensitivity of the model output with respect to the unknown model parameter (the time constant).
In order to maximize the confidence in the model predictions, this work employs a set of different modeling approaches of varying complexity, including a semi-analytical model, a sharp-interface vertical equilibrium (VE) model and a TOUGH2-ECO2N model.
