Sentence examples for model averaging combines from inspiring English sources

Bayesian model averaging combines models and accounts for model uncertainty.

Our method, LASSO local automatic regularization resample model averaging (LLARRMA), combines LASSO shrinkage with resample model averaging and multiple imputation, estimating for each SNP the probability that it would be included in a multi-SNP model in alternative realizations of the data.

To test the hypothesis that the combined QTL mapping results can improve prediction, we ensembled by model averaging to combine results from EJF and ESF.

We then merge forecasts from the multiple models with Bayesian model averaging to combine the strengths of the individual models.

We then use Bayesian model averaging to combine the evidence from each pseudo-data vector and determine the probability of DE.

Similar to bagging and random forest, TAGGING applied a natural model averaging weight to combine base learners and did not require a tuning process.

We use 19 GCMs of Coupled Model Intercomparison Project Phase 5 (CMIP5) suite and combine them with multi model averaging and Bayesian model averaging.

We then combined forecasts from multiple candidate DWT SVR models using a model averaging technique based upon Akaike's information criterion (AIC).

A) Bayesian Model Averaging.

We applied two standard methods of model averaging for combining two regional maps and a European map of topsoil texture in agricultural land for the Region Centre (France).

Specifically, the globally averaged combined land and ocean surface temperature data as calculated using a linear model show warming of 0.85 °C over the period 1880 to 2012 (IPCC 2014).