Sentence examples for best model model from inspiring English sources
Model selection was based on the objective function value (OFV, the lowest value corresponds to the best model), model parameter uncertainty, and graphic analysis using Xpose 4 [35] implemented in software R 2.7.1.
Optimally designing the location of training input points (active learning) and choosing the best model (model selection)–which have been extensively studied are two important components of supervised learning.
However, the evidence ratio reveals that the model with the F0min (model 2) was more than twice as good as the second best model (model 4).
For example, when considering our best model (model VII, Table 3), 15% of the NLL is due to censored observations whereas the remaining 85% is due to uncensored observations of individuals that died of senescence.
The third best model, model 2, had much less support with a weight of 0.15 and a Δi value of 1.6.
Accordingly all variables proposed in the study were significant (p < 0.01), as they generated the best model (model 1) to estimate national-level human rights observance.
New Gini coefficients are calculated for each of the 128 prefectures, based on the predicted individual income variables from our best models (models 3 and 4).
The likelihood ratio tests conducted between the 5 competing best models (models 1 5, Table 2) revealed that the most parsimonious one, which included covariates, was {S state p(t+sex psi sex+sex-ratio+density)} (model 3 in t+sex psi sex+sex-ratio+density
The 3rd and 4th best models, models 2 and 1, both included temperature and length.
Bayesian model comparison showed that model bFB+ (i.e., bilateral forward and backward connections) supervened (fixed effects Bayes factor relative to the second best model [model lFB+] = 391.33).
A fixed-effects analysis (Garrido, Kilner, Kiebel, Stephan, et al. 2007; Garrido, Kilner, Kiebel, Stephan, et al. 2009) revealed that model bFB+ (i.e., bilateral forward and backward connections) supervened (Bayes factor relative to the second best model [model lFB+] = 452.07).
