Sentence examples for best model from a from inspiring English sources
However, there are many different strategies to select the best model from a set of candidate models.
In order to identify the best model from a set of candidates the number of candidates is efficiently reduced in a first step using the incremental method.
The GCV criterion is used to find the overall best model from a sequence of fitted models, where a larger GCV value tends to produce a smaller model, and vice versa.
The BRT model approach differs from standard regression techniques by creating a single best model from a large number of relatively simple models, each being formed by a regression tree.
Appropriate statistical selection of the best model from a collection of hierarchical GLMMs is problematic mainly because of ambiguity in the "size" of such models arising from the shrinking of their random effects towards a common value.
BRT combines the strengths of two algorithms, regression trees and boosting, creating a single best model from a large numbers of relatively simple models, each formed by a regression tree [ 35].
The best model from all subsets was determined using the Akaike Information Criterion AICC).
Furthermore, some authors advance the perspective that human behavior in social ecologies is best modeled from a systemic perspective that subsumes multiple individuals interacting in complex activity structures regulated by cultural forms that are themselves constantly evolving (Malafouris, 2013; Melser, 2004).
The best model from Modeller and the best model from I-TASSER were picked out and minimized using the molecular dynamics simulation package Gromacs 4.5 (Gong et al., 2010) using OPLS force field3.
In this section, we discuss a new method called, NCD, for ranking and selecting the best model from among SRGMs based on a set of criteria taken all together with considerations of criteria weight (w_{1}), (w_{2}),..., (w_{d}).
