Sentence examples for approach can combine from inspiring English sources

Unlike the "bagging" and "boosting" approaches which only combine the classifiers of a same type, the stacking approach can combine several different types of classifiers through a meta-classifier to maximize the generalization accuracy.

The GSCA approach can combine evidence from multiple experiments to identify DC gene sets.

It then describes an integrated 'as-simple-as-possible' approach that can combine some of the advantages of these different approaches.

Hence, using this approach, one can combine the advantages of PID, IMC, and LMI.

The conflicting information on the impacts of management on spatial and temporal soil quality changes necessitates a comprehensive approach that can combine soil property data into a credible soil quality index.

If innovation is to be managed appropriately in healthcare, there is an urgent need to find approaches that can combine the benefits of cooperative, participatory approaches with other regulatory techniques.

However, most such instances have been limited to pair-wise fusion; because there are often more than two imaging modalities available per subject, there is a need for approaches that can combine multiple datasets optimally.

We hypothesize that a rule-based approach can complement a purely learning-based approach, since a human can combine the available features into rules using commonsense knowledge that may not be accessible to a learning algorithm.

A classification-based concealment approach was proposed which can combine the better performance of different spatial approaches [29].

This empirical, non parametric approach can efficiently combine information from several neighboring SNPs and allows the identification of significantly differentiated regions.

Once this common subspace is derived, one can combine this approach with other existing DA approaches as to support multiple source domains.