Sentence examples for model selection strategies from inspiring English sources

These approaches rely on different model selection strategies and use different criteria to evaluate model fit relative to its complexity.

Therefore, an interaction with the image data and with image priors is necessary to drive model selection strategies.

The proposed model selection strategies are outlined and a Monte Carlo assessment of their finite sample properties is reported.

Prior to phylogenetic analyses, model selections with different model selection strategies (AIC, AICc, BIC) were performed with ProtTest with all single-gene and multi-gene alignment files.

This strategy provided a grand total of 336 composite datasets for evaluating the performance of the different model selection strategies.

Then we present the differences between sampling methods for CV together with the comparison of the models and the model selection strategies.

In order to follow the time-varying characteristics of wind generation, multiple time dependent base forecasting models and an online model selection strategy are established, thus adaptively selecting the most probable base model for each prediction.

We describe an alternative model selection strategy that identifies which hypothesis, selected from an a priori-compiled set of hypotheses, explains the most variation in the outcome.

In addition, a new model selection strategy based on well-known model selection criteria is proposed.

The new model selection strategy is more reliable than known model selection criteria.

Verification results show that the third method using the model selection strategy is the most efficient one for nonlinear structural parameter identification.