Sentence examples for deviance criterion from inspiring English sources

The R package tree was used to train classifiers grown using recursive partitioning with a deviance criterion to select features at each node [47].

Regression trees are constructed using the "deviance" criterion.

The complement deviance criterion seeks a model that would perform well in out-of-sample prediction.

It plots values of the selection parameter λ as estimated by LLARRMA and SS in a representative set of 50 of the 1,000 simulations (using the complement deviance criterion for LLARRMA, which seeks to maximize out-of-sample predictions).

For both models, a backward selection process with all potential confounders was used to reach the final multivariate model, and the i th day of stay was introduced as a discrete or a continuous variable with possibly mathematical transformation according to the minimum deviance criteria.

We implement formal statistical criteria such as the deviance information criterion (DIC) [ 30], conditional predictive ordinate (CPO) [ 31, 32], or proper scoring rules [ 28, 29, 33- 36] to compare the forecasting capability of different competing GLMMs.

The deviance information criterion (DIC) is the most popular criterion for Bayesian model selection and model comparison but has not been applied to Bayesian multiple QTL mapping.

Abbreviations: VPC = Variance partition coefficient; DIC = Deviance information criterion; SE = Standard error: OR = Odds ratio; CI = Confidence Interval.

The deviance information criterion (DIC) provides a measure of model fit that penalizes model complexity [ 34].

The deviance based criterion (DBC) is modified to define a robust and consistent model selection criterion called robust deviance based criterion (RDBC).

Deviance information criterion (DIC) was used to measure the performance of these models.